. * Stata Program and Log File *
. * for Busch-Reinhardt BJPS article *
. * "Industrial Location and Voter Participation in Europe" *
. * forthcoming *
. * by Marc L. Busch and Eric Reinhardt *
. * program author: Eric Reinhardt *
. * Part I: Eurobarometer Application (Table 1) *
. * Model 1 *
. probit Turnout Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller  
> IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=WEIGHTP], ro
> bust

(sum of wgt is   2.9729e+03)
Iteration 0:   log pseudo-likelihood = -1472.8711
Iteration 1:   log pseudo-likelihood = -1393.6205
Iteration 2:   log pseudo-likelihood = -1392.7602
Iteration 3:   log pseudo-likelihood = -1392.7497
Iteration 4:   log pseudo-likelihood = -1392.7497

Probit estimates                                  Number of obs   =       2675
                                                  Wald chi2(29)   =     148.79
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1392.7497                Pseudo R2       =     0.0544

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      Geocon |  -1.446958    1.50456    -0.96   0.336    -4.395842    1.501927
      Traded |  -4.660802   1.471234    -3.17   0.002    -7.544368   -1.777236
GeoconTraded |   4.437841   1.684315     2.63   0.008     1.136643    7.739038
        Male |    .228272   .0607871     3.76   0.000     .1091314    .3474125
   Homeowner |  -.0051538   .0688245    -0.07   0.940    -.1400474    .1297397
     Married |  -.0775319    .069122    -1.12   0.262    -.2130087    .0579448
   Education |    .030479   .0079259     3.85   0.000     .0149444    .0460135
         Age |   .0078781   .0028575     2.76   0.006     .0022775    .0134788
 CityDweller |  -.1077254   .0676452    -1.59   0.111    -.2403075    .0248567
  IncomeCat1 |   .3156193   .1269433     2.49   0.013     .0668151    .5644235
  IncomeCat2 |   .3072543   .0937138     3.28   0.001     .1235785      .49093
  IncomeCat3 |   .2512532    .084309     2.98   0.003     .0860107    .4164958
  IncomeCat4 |   .3382232   .0849168     3.98   0.000     .1717895     .504657
    stateab2 |  -.8601687   .6208736    -1.39   0.166    -2.077059    .3567212
    stateab3 |   -.927083   .7775973    -1.19   0.233    -2.451146    .5969798
    stateab4 |  -.5012838    .778959    -0.64   0.520    -2.028015    1.025448
    stateab5 |  -1.172414     .73488    -1.60   0.111    -2.612752    .2679245
    stateab6 |   .0697308   .1680923     0.41   0.678    -.2597241    .3991857
    stateab7 |  -.2594596   .3982456    -0.65   0.515    -1.040007    .5210874
    stateab8 |  -.3178895   .5694919    -0.56   0.577    -1.434073     .798294
     nacegp2 |   2.594566   .7236247     3.59   0.000     1.176288    4.012845
     nacegp3 |   .5795513   .2558281     2.27   0.023     .0781374    1.080965
     nacegp4 |   -.822959   .2970311    -2.77   0.006    -1.405129   -.2407887
     nacegp5 |  -.2811298   .2565818    -1.10   0.273    -.7840209    .2217613
     nacegp6 |   .0427269   .2112926     0.20   0.840     -.371399    .4568527
     nacegp7 |  -.1173839   .2201858    -0.53   0.594    -.5489401    .3141724
     nacegp8 |   -.441815   .2865735    -1.54   0.123    -1.003489    .1198587
     nacegp9 |  -.4996743   .2480544    -2.01   0.044     -.985852   -.0134966
    nacegp10 |  -.5352561   .2418225    -2.21   0.027     -1.00922   -.0612927
       _cons |   1.221373   1.102392     1.11   0.268    -.9392764    3.382022
------------------------------------------------------------------------------

. * Q: Does it work if we exclude the 'No Answer's from Turnout? *
. probit TurnoutAlternative Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  Ci
> tyDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=W
> EIGHTP], robust

(sum of wgt is   2.7877e+03)
Iteration 0:   log pseudo-likelihood = -1215.6045
Iteration 1:   log pseudo-likelihood = -1156.5835
Iteration 2:   log pseudo-likelihood = -1155.7996
Iteration 3:   log pseudo-likelihood = -1155.7936
Iteration 4:   log pseudo-likelihood = -1155.7936

Probit estimates                                  Number of obs   =       2507
                                                  Wald chi2(29)   =     108.32
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1155.7936                Pseudo R2       =     0.0492

------------------------------------------------------------------------------
             |               Robust
TurnoutAlt~e |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      Geocon |  -1.711705   1.637314    -1.05   0.296    -4.920781    1.497372
      Traded |  -5.017699   1.601173    -3.13   0.002    -8.155939   -1.879458
GeoconTraded |    5.14307   1.870785     2.75   0.006     1.476399     8.80974
        Male |   .1868766    .065765     2.84   0.004     .0579795    .3157736
   Homeowner |   -.040747   .0744819    -0.55   0.584    -.1867289    .1052349
     Married |  -.0448339   .0747988    -0.60   0.549    -.1914368     .101769
   Education |   .0299153   .0086775     3.45   0.001     .0129076    .0469229
         Age |   .0112292   .0031394     3.58   0.000      .005076    .0173823
 CityDweller |  -.0447787    .074498    -0.60   0.548    -.1907921    .1012347
  IncomeCat1 |   .2693299   .1401162     1.92   0.055    -.0052929    .5439527
  IncomeCat2 |     .16533   .0994416     1.66   0.096    -.0295719    .3602319
  IncomeCat3 |   .1296693   .0914375     1.42   0.156    -.0495448    .3088835
  IncomeCat4 |   .2344255   .0940908     2.49   0.013      .050011      .41884
    stateab2 |  -.9646902   .6761782    -1.43   0.154    -2.289975    .3605948
    stateab3 |  -1.033228   .8500479    -1.22   0.224    -2.699292    .6328349
    stateab4 |  -.6255607   .8499396    -0.74   0.462    -2.291412     1.04029
    stateab5 |  -1.331594   .7988805    -1.67   0.096    -2.897371    .2341828
    stateab6 |  -.1223817   .1839104    -0.67   0.506    -.4828394     .238076
    stateab7 |  -.4028604   .4342326    -0.93   0.354    -1.253941    .4482197
    stateab8 |  -.5661893   .6206312    -0.91   0.362    -1.782604    .6502254
     nacegp2 |   2.499247   .7627892     3.28   0.001     1.004207    3.994286
     nacegp3 |    .647822   .2720575     2.38   0.017     .1145991    1.181045
     nacegp4 |  -.8395322    .320619    -2.62   0.009    -1.467934   -.2111305
     nacegp5 |  -.1998917   .2716763    -0.74   0.462    -.7323675    .3325841
     nacegp6 |   .0989441   .2227423     0.44   0.657    -.3376227     .535511
     nacegp7 |  -.1496291   .2322995    -0.64   0.519    -.6049278    .3056696
     nacegp8 |  -.2978711    .311073    -0.96   0.338     -.907563    .3118207
     nacegp9 |  -.4351868   .2662678    -1.63   0.102    -.9570621    .0866886
    nacegp10 |  -.5353999   .2587344    -2.07   0.039     -1.04251   -.0282898
       _cons |   1.583378   1.201466     1.32   0.188    -.7714526    3.938209
------------------------------------------------------------------------------

. pwcorr Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller  IncomeCa
> t1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10

             |   Geocon   Traded Geocon~d     Male Homeow~r  Married Educat~n
-------------+---------------------------------------------------------------
      Geocon |   1.0000 
      Traded |   0.2487   1.0000 
GeoconTraded |   0.3798   0.9474   1.0000 
        Male |  -0.0304   0.1665   0.1357   1.0000 
   Homeowner |   0.0572  -0.0281  -0.0074  -0.0123   1.0000 
     Married |   0.1057   0.0341   0.0535   0.0229   0.4359   1.0000 
   Education |   0.0388  -0.1156  -0.0628  -0.0149   0.0168  -0.0849   1.0000 
         Age |  -0.0222  -0.0479  -0.0412   0.0290   0.3445   0.3239  -0.0942 
 CityDweller |  -0.0501  -0.0970  -0.0959   0.0047  -0.1063  -0.1152   0.0912 
  IncomeCat1 |  -0.0967  -0.0167  -0.0382  -0.0673  -0.1507  -0.2078  -0.0239 
  IncomeCat2 |  -0.0082   0.0329   0.0187   0.0464  -0.1220  -0.0991  -0.0859 
  IncomeCat3 |   0.0029  -0.0087  -0.0156  -0.0063   0.0457   0.0543  -0.0684 
  IncomeCat4 |   0.0156  -0.0560  -0.0417   0.0076   0.1369   0.1372   0.1648 
    stateab2 |  -0.1335  -0.0486  -0.0774   0.0138  -0.0729  -0.0029   0.0366 
    stateab3 |  -0.3211  -0.1108  -0.1232   0.0324   0.0357  -0.0270  -0.0169 
    stateab4 |  -0.4619  -0.0532  -0.1327  -0.0035  -0.0899  -0.0992   0.0620 
    stateab5 |  -0.2776  -0.0656  -0.0867   0.0319  -0.0068  -0.0295   0.0814 
    stateab6 |   0.5639   0.1124   0.1854  -0.0259   0.0648   0.0511   0.1417 
    stateab7 |   0.1975   0.0436   0.0407  -0.0445  -0.0844   0.0477  -0.2934 
    stateab8 |  -0.0601  -0.0570  -0.0687  -0.0128   0.1475   0.0307  -0.0885 
     nacegp2 |  -0.0358   0.1374   0.0504   0.0109   0.0065   0.0205   0.0074 
     nacegp3 |   0.0851   0.7769   0.6427   0.1405  -0.0185   0.0232  -0.1543 
     nacegp4 |  -0.0366  -0.0725  -0.0564   0.0499   0.0577   0.0244  -0.0442 
     nacegp5 |  -0.0134  -0.1414  -0.1088   0.1830  -0.0236  -0.0245  -0.0906 
     nacegp6 |  -0.0648   0.1041   0.0242   0.0037  -0.1107  -0.0579  -0.1215 
     nacegp7 |   0.0294   0.0875   0.0837   0.1192  -0.0278   0.0213  -0.0218 
     nacegp8 |   0.0521  -0.0546  -0.0320   0.0100   0.0588   0.0102   0.0650 
     nacegp9 |  -0.1381  -0.2559  -0.1953  -0.0623   0.0449   0.0181   0.1185 
    nacegp10 |   0.1073  -0.4221  -0.3228  -0.2464   0.0279  -0.0079   0.1815 

             |      Age CityDw~r Income~1 Income~2 Income~3 Income~4 stateab2
-------------+---------------------------------------------------------------
         Age |   1.0000 
 CityDweller |   0.0459   1.0000 
  IncomeCat1 |  -0.0321   0.0499   1.0000 
  IncomeCat2 |  -0.0338  -0.0122  -0.1328   1.0000 
  IncomeCat3 |   0.0167  -0.0174  -0.1711  -0.2767   1.0000 
  IncomeCat4 |   0.0277   0.0436  -0.1774  -0.2869  -0.3696   1.0000 
    stateab2 |   0.0319   0.0201  -0.0069   0.0262   0.0126   0.0134   1.0000 
    stateab3 |  -0.0206  -0.0184  -0.0416  -0.0297  -0.0325   0.0197  -0.1218 
    stateab4 |   0.0043   0.0753   0.1575   0.0360  -0.0051  -0.0481  -0.1771 
    stateab5 |   0.0163  -0.1042   0.0212  -0.0469   0.0210  -0.0439  -0.1304 
    stateab6 |   0.0222  -0.0543  -0.0103   0.0437   0.0948   0.0005  -0.1405 
    stateab7 |  -0.0709  -0.0152  -0.0714  -0.0216   0.0047   0.1070  -0.1504 
    stateab8 |   0.0359   0.1112  -0.0305   0.0170  -0.0099   0.0029  -0.1431 
     nacegp2 |   0.0157  -0.0201  -0.0167   0.0069  -0.0054  -0.0071   0.0180 
     nacegp3 |  -0.0427  -0.0834  -0.0186   0.0235   0.0285  -0.0533   0.0364 
     nacegp4 |   0.0413  -0.0072  -0.0270  -0.0236   0.0060   0.0145   0.0919 
     nacegp5 |  -0.0198  -0.0148   0.0019   0.0320   0.0159  -0.0329   0.0878 
     nacegp6 |  -0.0827   0.0321   0.0342   0.0175  -0.0188  -0.0119  -0.1069 
     nacegp7 |   0.0153  -0.0076  -0.0085  -0.0082   0.0138   0.0020   0.0245 
     nacegp8 |   0.0041   0.0459  -0.0474  -0.0360  -0.0136   0.0753   0.0216 
     nacegp9 |   0.0556   0.0521  -0.0276  -0.0409  -0.0094   0.0760   0.0029 
    nacegp10 |   0.0129   0.0370   0.0297  -0.0216   0.0043  -0.0047  -0.0403 

             | stateab3 stateab4 stateab5 stateab6 stateab7 stateab8  nacegp2
-------------+---------------------------------------------------------------
    stateab3 |   1.0000 
    stateab4 |  -0.1565   1.0000 
    stateab5 |  -0.1153  -0.1677   1.0000 
    stateab6 |  -0.1241  -0.1805  -0.1330   1.0000 
    stateab7 |  -0.1329  -0.1932  -0.1423  -0.1533   1.0000 
    stateab8 |  -0.1265  -0.1839  -0.1354  -0.1458  -0.1561   1.0000 
     nacegp2 |   0.0681  -0.0277   0.0002  -0.0220  -0.0235   0.0161   1.0000 
     nacegp3 |  -0.0692  -0.0693   0.0380   0.0031   0.0403  -0.0084  -0.0260 
     nacegp4 |   0.0148  -0.0483  -0.0097  -0.0240  -0.0123   0.0090  -0.0077 
     nacegp5 |   0.0126  -0.0475  -0.0658  -0.0340   0.0799  -0.0101  -0.0156 
     nacegp6 |  -0.0945   0.2169  -0.1012  -0.1090   0.3155  -0.1110  -0.0167 
     nacegp7 |  -0.0207   0.0104  -0.0201   0.0163  -0.0453   0.0083  -0.0148 
     nacegp8 |  -0.0289  -0.0240   0.0294  -0.0055  -0.0777   0.0585  -0.0111 
     nacegp9 |   0.1106   0.1138  -0.0327  -0.0789  -0.0863  -0.0291  -0.0257 
    nacegp10 |  -0.0107  -0.1357   0.0969   0.1515  -0.1261   0.0732  -0.0449 

             |  nacegp3  nacegp4  nacegp5  nacegp6  nacegp7  nacegp8  nacegp9
-------------+---------------------------------------------------------------
     nacegp3 |   1.0000 
     nacegp4 |  -0.0592   1.0000 
     nacegp5 |  -0.1203  -0.0355   1.0000 
     nacegp6 |  -0.1290  -0.0381  -0.0774   1.0000 
     nacegp7 |  -0.1145  -0.0338  -0.0686  -0.0736   1.0000 
     nacegp8 |  -0.0860  -0.0254  -0.0515  -0.0553  -0.0490   1.0000 
     nacegp9 |  -0.1982  -0.0585  -0.1189  -0.1275  -0.1131  -0.0849   1.0000 
    nacegp10 |  -0.3458  -0.1021  -0.2074  -0.2224  -0.1973  -0.1481  -0.3416 

             | nacegp10
-------------+---------
    nacegp10 |   1.0000 

. reg Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller  IncomeCat1 
> IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) = 9272.64
       Model |  83.9209306    28  2.99717609           Prob > F      =  0.0000
    Residual |  .855261451  2646  .000323228           R-squared     =  0.9899
-------------+------------------------------           Adj R-squared =  0.9898
       Total |   84.776192  2674  .031703886           Root MSE      =  .01798

------------------------------------------------------------------------------
      Geocon |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      Traded |  -.0416206    .017086    -2.44   0.015    -.0751239   -.0081174
GeoconTraded |  -.0075918   .0195088    -0.39   0.697    -.0458458    .0306622
        Male |  -.0003082   .0007537    -0.41   0.683    -.0017861    .0011696
   Homeowner |  -.0005957   .0008314    -0.72   0.474     -.002226    .0010346
     Married |  -.0009225   .0008373    -1.10   0.271    -.0025642    .0007193
   Education |  -.0000279   .0000979    -0.29   0.776    -.0002199     .000164
         Age |  -9.53e-06    .000034    -0.28   0.780    -.0000763    .0000572
 CityDweller |    .000625   .0008279     0.75   0.450    -.0009983    .0022483
  IncomeCat1 |   .0007557   .0015503     0.49   0.626    -.0022842    .0037955
  IncomeCat2 |  -.0005646   .0011671    -0.48   0.629    -.0028532    .0017239
  IncomeCat3 |   .0008014   .0010639     0.75   0.451    -.0012848    .0028875
  IncomeCat4 |   .0010593   .0010623     1.00   0.319    -.0010238    .0031424
    stateab2 |  -.4022883   .0017258  -233.10   0.000    -.4056724   -.3989043
    stateab3 |  -.5069429   .0017812  -284.61   0.000    -.5104356   -.5034502
    stateab4 |  -.5066201   .0016945  -298.98   0.000    -.5099428   -.5032975
    stateab5 |  -.4813549   .0017257  -278.93   0.000    -.4847388    -.477971
    stateab6 |   -.069211   .0016025   -43.19   0.000    -.0723533   -.0660688
    stateab7 |  -.2475071   .0017467  -141.70   0.000    -.2509321   -.2440821
    stateab8 |  -.3665949   .0016824  -217.89   0.000    -.3698939   -.3632959
     nacegp2 |   .0677446   .0082613     8.20   0.000     .0515453    .0839439
     nacegp3 |   .0677411   .0028658    23.64   0.000     .0621216    .0733607
     nacegp4 |   .0094757   .0036854     2.57   0.010     .0022491    .0167023
     nacegp5 |   .0249278   .0028299     8.81   0.000     .0193787    .0304768
     nacegp6 |   .0406388    .002367    17.17   0.000     .0359975      .04528
     nacegp7 |   .0528541   .0024206    21.84   0.000     .0481077    .0576005
     nacegp8 |   .0806196   .0030558    26.38   0.000     .0746275    .0866117
     nacegp9 |   .0302569   .0027568    10.98   0.000     .0248512    .0356626
    nacegp10 |   .0393703   .0026395    14.92   0.000     .0341946     .044546
       _cons |   .7100428   .0036276   195.73   0.000     .7029296     .717156
------------------------------------------------------------------------------

. reg Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller  IncomeCat1 IncomeC
> at2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 Geocon 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) = 9427.10
       Model |  110.205443    28  3.93590866           Prob > F      =  0.0000
    Residual |  1.10473117  2646   .00041751           R-squared     =  0.9901
-------------+------------------------------           Adj R-squared =  0.9900
       Total |  111.310174  2674  .041626841           Root MSE      =  .02043

------------------------------------------------------------------------------
      Traded |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
GeoconTraded |   1.110161   .0050846   218.34   0.000     1.100191    1.120131
        Male |   .0005371   .0008565     0.63   0.531    -.0011425    .0022166
   Homeowner |   .0007173   .0009449     0.76   0.448    -.0011355    .0025701
     Married |   -.001021   .0009516    -1.07   0.283    -.0028869    .0008449
   Education |   .0002684   .0001111     2.42   0.016     .0000505    .0004863
         Age |   .0000318   .0000387     0.82   0.410     -.000044    .0001077
 CityDweller |   .0007187   .0009409     0.76   0.445    -.0011262    .0025637
  IncomeCat1 |   .0042962     .00176     2.44   0.015      .000845    .0077473
  IncomeCat2 |    .000715   .0013264     0.54   0.590     -.001886     .003316
  IncomeCat3 |   .0005632   .0012092     0.47   0.641     -.001808    .0029344
  IncomeCat4 |   .0024673   .0012066     2.04   0.041     .0001013    .0048334
    stateab2 |  -.0062571   .0091014    -0.69   0.492    -.0241037    .0115895
    stateab3 |  -.0144556   .0113786    -1.27   0.204    -.0367676    .0078563
    stateab4 |  -.0046029   .0113576    -0.41   0.685    -.0268736    .0176678
    stateab5 |  -.0151673   .0108106    -1.40   0.161    -.0363654    .0060308
    stateab6 |   .0068977   .0023743     2.91   0.004     .0022419    .0115534
    stateab7 |   -.023983    .005799    -4.14   0.000    -.0353541    -.012612
    stateab8 |  -.0038189    .008322    -0.46   0.646    -.0201373    .0124994
     nacegp2 |    .313559   .0072966    42.97   0.000     .2992515    .3278666
     nacegp3 |   .1092268   .0028879    37.82   0.000      .103564    .1148896
     nacegp4 |  -.0941851    .003773   -24.96   0.000    -.1015833   -.0867868
     nacegp5 |  -.0892144    .002764   -32.28   0.000    -.0946342   -.0837946
     nacegp6 |   .0252495   .0027932     9.04   0.000     .0197725    .0307266
     nacegp7 |  -.0197352   .0029639    -6.66   0.000     -.025547   -.0139233
     nacegp8 |  -.0767185    .003607   -21.27   0.000    -.0837914   -.0696457
     nacegp9 |  -.1000431   .0025458   -39.30   0.000     -.105035   -.0950511
    nacegp10 |  -.0938672   .0025349   -37.03   0.000    -.0988378   -.0888965
      Geocon |  -.0537609   .0220698    -2.44   0.015    -.0970366   -.0104852
       _cons |   .1224204   .0160452     7.63   0.000      .090958    .1538828
------------------------------------------------------------------------------

. reg GeoconTraded  Male Homeowner  Married Education Age  CityDweller  IncomeCat1 IncomeCat2 Inc
> omeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 Geocon Traded 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) = 4862.28
       Model |  43.6950968    28  1.56053917           Prob > F      =  0.0000
    Residual |  .849228308  2646  .000320948           R-squared     =  0.9809
-------------+------------------------------           Adj R-squared =  0.9807
       Total |  44.5443252  2674  .016658312           Root MSE      =  .01792

------------------------------------------------------------------------------
GeoconTraded |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
        Male |  -.0003647    .000751    -0.49   0.627    -.0018373    .0011079
   Homeowner |  -.0008081   .0008284    -0.98   0.329    -.0024325    .0008162
     Married |   .0010243   .0008343     1.23   0.220    -.0006115    .0026602
   Education |  -.0001722   .0000975    -1.77   0.078    -.0003633     .000019
         Age |  -.0000263   .0000339    -0.78   0.438    -.0000928    .0000402
 CityDweller |  -.0007744   .0008249    -0.94   0.348    -.0023919    .0008431
  IncomeCat1 |  -.0037776   .0015431    -2.45   0.014    -.0068034   -.0007518
  IncomeCat2 |  -.0008441   .0011629    -0.73   0.468    -.0031244    .0014363
  IncomeCat3 |  -.0008065   .0010602    -0.76   0.447    -.0028853    .0012723
  IncomeCat4 |  -.0021995   .0010579    -2.08   0.038    -.0042739   -.0001251
    stateab2 |  -.0235405   .0079674    -2.95   0.003    -.0391634   -.0079176
    stateab3 |  -.0220106   .0099703    -2.21   0.027    -.0415609   -.0024602
    stateab4 |  -.0308562   .0099402    -3.10   0.002    -.0503475   -.0113648
    stateab5 |  -.0202622   .0094737    -2.14   0.033    -.0388389   -.0016856
    stateab6 |   -.011895   .0020722    -5.74   0.000    -.0159583   -.0078318
    stateab7 |   .0009983   .0051007     0.20   0.845    -.0090035    .0110001
    stateab8 |   -.022806   .0072833    -3.13   0.002    -.0370875   -.0085244
     nacegp2 |  -.2587499   .0066474   -38.93   0.000    -.2717844   -.2457153
     nacegp3 |  -.0816123   .0027129   -30.08   0.000    -.0869319   -.0762926
     nacegp4 |   .0780813    .003349    23.31   0.000     .0715142    .0846483
     nacegp5 |   .0745872   .0024663    30.24   0.000     .0697511    .0794232
     nacegp6 |  -.0184867   .0024604    -7.51   0.000    -.0233112   -.0136622
     nacegp7 |    .020727   .0025892     8.01   0.000       .01565     .025804
     nacegp8 |    .067726   .0031588    21.44   0.000     .0615321      .07392
     nacegp9 |   .0839903   .0022856    36.75   0.000     .0795087     .088472
    nacegp10 |   .0785259   .0022736    34.54   0.000     .0740677     .082984
      Geocon |  -.0075383   .0193712    -0.39   0.697    -.0455224    .0304459
      Traded |   .8534025   .0039086   218.34   0.000     .8457383    .8610668
       _cons |   -.058088   .0141769    -4.10   0.000    -.0858869   -.0302891
------------------------------------------------------------------------------

. reg Male Homeowner  Married Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 Income
> Cat4 stateab2-stateab8 nacegp2-nacegp10 Geocon Traded GeoconTraded  

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   14.12
       Model |  85.0391506    28  3.03711252           Prob > F      =  0.0000
    Residual |  568.981036  2646  .215034405           R-squared     =  0.1300
-------------+------------------------------           Adj R-squared =  0.1208
       Total |  654.020187  2674  .244584961           Root MSE      =  .46372

------------------------------------------------------------------------------
        Male |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
   Homeowner |  -.0352558   .0214353    -1.64   0.100    -.0772875    .0067758
     Married |   .0258395   .0215944     1.20   0.232    -.0165041    .0681832
   Education |   .0056823   .0025226     2.25   0.024     .0007359    .0106288
         Age |   .0018901    .000877     2.16   0.031     .0001705    .0036098
 CityDweller |   .0366224   .0213434     1.72   0.086    -.0052289    .0784738
  IncomeCat1 |  -.0934874   .0399462    -2.34   0.019    -.1718164   -.0151584
  IncomeCat2 |   .0589312   .0300826     1.96   0.050    -.0000567     .117919
  IncomeCat3 |   .0154424   .0274428     0.56   0.574    -.0383691    .0692538
  IncomeCat4 |   .0422148   .0273933     1.54   0.123    -.0114997    .0959293
    stateab2 |  -.1473977     .20655    -0.71   0.476    -.5524136    .2576181
    stateab3 |  -.0626022   .2583085    -0.24   0.809    -.5691092    .4439047
    stateab4 |  -.1509515   .2577467    -0.59   0.558     -.656357     .354454
    stateab5 |  -.0396353   .2454314    -0.16   0.872    -.5208921    .4416214
    stateab6 |  -.0589315   .0539578    -1.09   0.275    -.1647353    .0468723
    stateab7 |  -.1950885   .1319755    -1.48   0.139     -.453874     .063697
    stateab8 |  -.1029621   .1888614    -0.55   0.586     -.473293    .2673688
     nacegp2 |   -.139743   .2157567    -0.65   0.517     -.562812     .283326
     nacegp3 |   .0448437   .0813445     0.55   0.581    -.1146615    .2043489
     nacegp4 |   .1290694    .095143     1.36   0.175    -.0574928    .3156316
     nacegp5 |   .3064749    .073814     4.15   0.000     .1617359    .4512138
     nacegp6 |   -.011874    .064361    -0.18   0.854     -.138077    .1143289
     nacegp7 |   .1438567    .067768     2.12   0.034     .0109731    .2767403
     nacegp8 |  -.0645997   .0885721    -0.73   0.466    -.2382772    .1090778
     nacegp9 |  -.1487854   .0726485    -2.05   0.041     -.291239   -.0063319
    nacegp10 |  -.2292078   .0707445    -3.24   0.001     -.367928   -.0904876
      Geocon |  -.2050606   .5014075    -0.41   0.683    -1.188251    .7781297
      Traded |   .2766075   .4411572     0.63   0.531    -.5884405    1.141655
GeoconTraded |  -.2443537   .5031789    -0.49   0.627    -1.231017    .7423101
       _cons |   .6138964    .367928     1.67   0.095    -.1075592    1.335352
------------------------------------------------------------------------------

. reg Homeowner  Married Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 
> stateab2-stateab8 nacegp2-nacegp10 Geocon Traded GeoconTraded  Male 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   40.67
       Model |  201.224604    28    7.186593           Prob > F      =  0.0000
    Residual |  467.524555  2646  .176691064           R-squared     =  0.3009
-------------+------------------------------           Adj R-squared =  0.2935
       Total |  668.749159  2674  .250093178           Root MSE      =  .42035

------------------------------------------------------------------------------
   Homeowner |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
     Married |   .3263908   .0185233    17.62   0.000     .2900691    .3627125
   Education |   .0060305   .0022858     2.64   0.008     .0015484    .0105127
         Age |   .0103132     .00077    13.39   0.000     .0088034     .011823
 CityDweller |  -.1090744   .0192414    -5.67   0.000    -.1468041   -.0713447
  IncomeCat1 |  -.1015873   .0361937    -2.81   0.005    -.1725581   -.0306166
  IncomeCat2 |  -.0725707   .0272523    -2.66   0.008    -.1260086   -.0191328
  IncomeCat3 |     .03465   .0248684     1.39   0.164    -.0141135    .0834135
  IncomeCat4 |   .0787307   .0247952     3.18   0.002     .0301108    .1273506
    stateab2 |  -.2862815   .1871666    -1.53   0.126    -.6532893    .0807262
    stateab3 |   -.140765   .2341354    -0.60   0.548     -.599872     .318342
    stateab4 |   -.245957   .2336058    -1.05   0.292    -.7040255    .2121116
    stateab5 |  -.2157803   .2224376    -0.97   0.332    -.6519495     .220389
    stateab6 |  -.0102921   .0489218    -0.21   0.833    -.1062209    .0856366
    stateab7 |  -.2058497   .1196142    -1.72   0.085    -.4403966    .0286971
    stateab8 |   .0242504   .1712061     0.14   0.887     -.311461    .3599617
     nacegp2 |  -.1681691   .1955651    -0.86   0.390    -.5516451    .2153069
     nacegp3 |  -.0135519   .0737401    -0.18   0.854    -.1581459    .1310421
     nacegp4 |   .1750084   .0862072     2.03   0.042     .0059682    .3440486
     nacegp5 |   .0402083   .0671232     0.60   0.549     -.091411    .1718275
     nacegp6 |  -.0415588   .0583361    -0.71   0.476    -.1559477    .0728301
     nacegp7 |  -.0626238   .0614699    -1.02   0.308    -.1831576    .0579101
     nacegp8 |   .1281771   .0802573     1.60   0.110    -.0291963    .2855504
     nacegp9 |   .0373754   .0659018     0.57   0.571    -.0918489    .1665997
    nacegp10 |    .014246   .0642542     0.22   0.825    -.1117477    .1402396
      Geocon |  -.3256317    .454481    -0.72   0.474    -1.216806    .5655422
      Traded |   .3035661   .3998819     0.76   0.448    -.4805466    1.087679
GeoconTraded |  -.4448932   .4560547    -0.98   0.329    -1.339153    .4493667
        Male |  -.0289693   .0176131    -1.64   0.100    -.0635062    .0055676
       _cons |   .0848654   .3336869     0.25   0.799    -.5694483     .739179
------------------------------------------------------------------------------

. reg Married Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-st
> ateab8 nacegp2-nacegp10 Geocon Traded GeoconTraded  Male Homeowner  

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   36.50
       Model |  178.033494    28  6.35833907           Prob > F      =  0.0000
    Residual |  460.882394  2646  .174180799           R-squared     =  0.2786
-------------+------------------------------           Adj R-squared =  0.2710
       Total |  638.915888  2674  .238936383           Root MSE      =  .41735

------------------------------------------------------------------------------
     Married |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
   Education |  -.0094912    .002265    -4.19   0.000    -.0139325   -.0050498
         Age |   .0085363   .0007723    11.05   0.000     .0070219    .0100508
 CityDweller |  -.0811213   .0191551    -4.23   0.000    -.1186817   -.0435608
  IncomeCat1 |  -.2470207   .0356673    -6.93   0.000    -.3169592   -.1770821
  IncomeCat2 |   -.073568   .0270564    -2.72   0.007    -.1266219    -.020514
  IncomeCat3 |   .0137014   .0246987     0.55   0.579    -.0347294    .0621322
  IncomeCat4 |   .0678794   .0246299     2.76   0.006     .0195836    .1161753
    stateab2 |   -.207468   .1858707    -1.12   0.264    -.5719346    .1569987
    stateab3 |  -.3573938   .2323783    -1.54   0.124    -.8130553    .0982677
    stateab4 |  -.3124172   .2319095    -1.35   0.178    -.7671596    .1423251
    stateab5 |  -.3202072   .2208034    -1.45   0.147    -.7531721    .1127576
    stateab6 |  -.0419589   .0485665    -0.86   0.388    -.1371911    .0532734
    stateab7 |   -.099658   .1188121    -0.84   0.402    -.3326321    .1333161
    stateab8 |   -.253244   .1699149    -1.49   0.136    -.5864234    .0799355
     nacegp2 |   .3101461   .1941045     1.60   0.110    -.0704658     .690758
     nacegp3 |   .0873067   .0731952     1.19   0.233    -.0562189    .2308322
     nacegp4 |  -.0632341   .0856504    -0.74   0.460    -.2311826    .1047144
     nacegp5 |  -.0504972    .066642    -0.76   0.449    -.1811728    .0801784
     nacegp6 |   .0141511   .0579251     0.24   0.807     -.099432    .1277342
     nacegp7 |   .0707571   .0610281     1.16   0.246    -.0489105    .1904247
     nacegp8 |  -.0002295   .0797235    -0.00   0.998    -.1565562    .1560973
     nacegp9 |   .0076614   .0654358     0.12   0.907    -.1206492    .1359719
    nacegp10 |   .0120142   .0637963     0.19   0.851    -.1130816    .1371099
      Geocon |  -.4970896   .4511813    -1.10   0.271    -1.381793    .3876141
      Traded |  -.4259638    .396988    -1.07   0.283    -1.204402    .3524744
GeoconTraded |   .5559121    .452756     1.23   0.220    -.3318794    1.443704
        Male |   .0209304   .0174918     1.20   0.232    -.0133686    .0552293
   Homeowner |   .3217537   .0182602    17.62   0.000      .285948    .3575594
       _cons |   .7146297   .3310207     2.16   0.031     .0655441    1.363715
------------------------------------------------------------------------------

. reg Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 n
> acegp2-nacegp10 Geocon Traded GeoconTraded  Male Homeowner  Married 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   30.85
       Model |  11010.8659    28  393.245212           Prob > F      =  0.0000
    Residual |  33727.6971  2646  12.7466731           R-squared     =  0.2461
-------------+------------------------------           Adj R-squared =  0.2381
       Total |   44738.563  2674   16.730951           Root MSE      =  3.5702

------------------------------------------------------------------------------
   Education |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
         Age |  -.0455402   .0066997    -6.80   0.000    -.0586773   -.0324031
 CityDweller |   .7572606   .1637575     4.62   0.000      .436155    1.078366
  IncomeCat1 |  -.8220236   .3074565    -2.67   0.008    -1.424903   -.2191442
  IncomeCat2 |  -.6273072   .2314584    -2.71   0.007    -1.081165   -.1734494
  IncomeCat3 |  -.3526512   .2111882    -1.67   0.095    -.7667619    .0614596
  IncomeCat4 |   1.292685   .2094989     6.17   0.000     .8818868    1.703483
    stateab2 |  -.8907891   1.590324    -0.56   0.575    -4.009194    2.227616
    stateab3 |  -2.086914   1.988371    -1.05   0.294    -5.985834    1.812006
    stateab4 |   -.919298   1.984486    -0.46   0.643      -4.8106    2.972004
    stateab5 |  -.5549951   1.889599    -0.29   0.769    -4.260235    3.150245
    stateab6 |   .2321982   .4155001     0.56   0.576    -.5825397    1.046936
    stateab7 |  -3.761345   1.013889    -3.71   0.000     -5.74944    -1.77325
    stateab8 |  -2.636553   1.453256    -1.81   0.070    -5.486185    .2130795
     nacegp2 |   .0927251   1.661281     0.06   0.955    -3.164815    3.350265
     nacegp3 |  -.7977101   .6261297    -1.27   0.203    -2.025463    .4300431
     nacegp4 |   1.292002   .7323473     1.76   0.078    -.1440288    2.728034
     nacegp5 |   1.632568   .5692713     2.87   0.004     .5163064     2.74883
     nacegp6 |   .7502883   .4953153     1.51   0.130    -.2209562    1.721533
     nacegp7 |   1.315844    .521575     2.52   0.012     .2931082     2.33858
     nacegp8 |   3.117159   .6793031     4.59   0.000      1.78514    4.449178
     nacegp9 |   3.599322   .5553863     6.48   0.000     2.510287    4.688357
    nacegp10 |   3.514191   .5414613     6.49   0.000     2.452461    4.575921
      Geocon |  -1.100646   3.860489    -0.29   0.776    -8.670528    6.469235
      Traded |   8.194354   3.393064     2.42   0.016     1.541028    14.84768
GeoconTraded |  -6.837191   3.871956    -1.77   0.078    -14.42956    .7551767
        Male |   .3368342   .1495318     2.25   0.024     .0436232    .6300452
   Homeowner |   .4350494   .1649019     2.64   0.008     .1116997    .7583992
     Married |  -.6945696   .1657552    -4.19   0.000    -1.019592   -.3695468
       _cons |   18.79595    2.81058     6.69   0.000     13.28479    24.30711
------------------------------------------------------------------------------

. reg Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nac
> egp10 Geocon Traded GeoconTraded  Male Homeowner  Married Education 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   23.50
       Model |  69413.9325    28  2479.06902           Prob > F      =  0.0000
    Residual |  279107.826  2646  105.482927           R-squared     =  0.1992
-------------+------------------------------           Adj R-squared =  0.1907
       Total |  348521.759  2674  130.337232           Root MSE      =   10.27

------------------------------------------------------------------------------
         Age |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
 CityDweller |   2.859744   .4697001     6.09   0.000     1.938728    3.780761
  IncomeCat1 |   1.084721    .885399     1.23   0.221     -.651423    2.820865
  IncomeCat2 |  -.0853874    .666755    -0.13   0.898    -1.392801    1.222026
  IncomeCat3 |  -.6182254   .6077237    -1.02   0.309    -1.809887    .5734362
  IncomeCat4 |  -.6304122   .6068594    -1.04   0.299    -1.820379    .5595546
    stateab2 |   1.291376   4.575069     0.28   0.778    -7.679697    10.26245
    stateab3 |  -2.107613   5.720967    -0.37   0.713    -13.32563    9.110407
    stateab4 |   .3793049   5.708974     0.07   0.947     -10.8152    11.57381
    stateab5 |   .7315846   5.435854     0.13   0.893    -9.927369    11.39054
    stateab6 |   1.169046   1.195118     0.98   0.328    -1.174414    3.512507
    stateab7 |  -1.553727   2.924061    -0.53   0.595    -7.287403    4.179949
    stateab8 |  -1.448638   4.183067    -0.35   0.729     -9.65105    6.753774
     nacegp2 |  -1.076396   4.778942    -0.23   0.822    -10.44724    8.294444
     nacegp3 |  -3.730304   1.800272    -2.07   0.038    -7.260386   -.2002214
     nacegp4 |    .438372   2.107956     0.21   0.835    -3.695036     4.57178
     nacegp5 |  -1.536338   1.639887    -0.94   0.349    -4.751928    1.679251
     nacegp6 |  -3.559693   1.423804    -2.50   0.012    -6.351576   -.7678114
     nacegp7 |   -.756332    1.50214    -0.50   0.615    -3.701819    2.189155
     nacegp8 |  -1.231148   1.961757    -0.63   0.530     -5.07788    2.615584
     nacegp9 |    .787684    1.61023     0.49   0.625    -2.369753    3.945121
    nacegp10 |   -.023713   1.569964    -0.02   0.988    -3.102194    3.054768
      Geocon |  -3.109368   11.10543    -0.28   0.780    -24.88556    18.66683
      Traded |   8.043453   9.770284     0.82   0.410    -11.11471    27.20162
GeoconTraded |  -8.638241    11.1437    -0.78   0.438    -30.48949    13.21301
        Male |   .9271848    .430191     2.16   0.031     .0836402     1.77073
   Homeowner |   6.156905    .459667    13.39   0.000     5.255562    7.058248
     Married |   5.169553   .4677305    11.05   0.000     4.252398    6.086707
   Education |  -.3768601    .055442    -6.80   0.000    -.4855741   -.2681461
       _cons |    40.0477   8.115947     4.93   0.000     24.13345    55.96194
------------------------------------------------------------------------------

. reg CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10
>  Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =    9.46
       Model |  47.2044144    28  1.68587194           Prob > F      =  0.0000
    Residual |  471.518576  2646   .17820052           R-squared     =  0.0910
-------------+------------------------------           Adj R-squared =  0.0814
       Total |  518.722991  2674  .193987655           Root MSE      =  .42214

------------------------------------------------------------------------------
 CityDweller |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat1 |   .0640733   .0363807     1.76   0.078    -.0072642    .1354108
  IncomeCat2 |   .0096216   .0274044     0.35   0.726    -.0441147    .0633579
  IncomeCat3 |   .0303242   .0249766     1.21   0.225    -.0186515    .0792998
  IncomeCat4 |   .0522066   .0249276     2.09   0.036     .0033271    .1010861
    stateab2 |   .1702924   .1880184     0.91   0.365    -.1983854    .5389702
    stateab3 |   .1956098   .2351187     0.83   0.406    -.2654253    .6566448
    stateab4 |   .2418549   .2346036     1.03   0.303    -.2181701    .7018798
    stateab5 |   .0436319   .2234239     0.20   0.845    -.3944712     .481735
    stateab6 |  -.0099913   .0491303    -0.20   0.839     -.106329    .0863463
    stateab7 |   .1502995   .1201557     1.25   0.211    -.0853093    .3859082
    stateab8 |   .3094484   .1718312     1.80   0.072    -.0274888    .6463855
     nacegp2 |   -.068437   .1964217    -0.35   0.728    -.4535925    .3167186
     nacegp3 |   .0992691   .0740297     1.34   0.180    -.0458928    .2444311
     nacegp4 |   .2039557   .0865512     2.36   0.019     .0342408    .3736706
     nacegp5 |   .1667251   .0673359     2.48   0.013     .0346888    .2987615
     nacegp6 |   .1932581   .0584698     3.31   0.001      .078607    .3079092
     nacegp7 |   .1588142   .0616667     2.58   0.010     .0378944    .2797341
     nacegp8 |   .2867142   .0804453     3.56   0.000     .1289721    .4444563
     nacegp9 |   .2386676   .0660239     3.61   0.000     .1092039    .3681313
    nacegp10 |   .2252351     .06438     3.50   0.000     .0989949    .3514753
      Geocon |   .3445829   .4564133     0.75   0.450      -.55038    1.239546
      Traded |    .306773   .4015858     0.76   0.445    -.4806808    1.094227
GeoconTraded |  -.4299805   .4580047    -0.94   0.348    -1.328064     .468103
        Male |   .0303493   .0176874     1.72   0.086    -.0043333    .0650318
   Homeowner |  -.1100062   .0194058    -5.67   0.000    -.1480582   -.0719542
     Married |  -.0829934   .0195971    -4.23   0.000    -.1214206   -.0445661
   Education |   .0105866   .0022894     4.62   0.000     .0060975    .0150757
         Age |   .0048312   .0007935     6.09   0.000     .0032752    .0063871
       _cons |  -.5491473   .3349432    -1.64   0.101    -1.205924    .1076297
------------------------------------------------------------------------------

. reg IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 Geocon Trade
> d GeoconTraded  Male Homeowner  Married Education Age  CityDweller  

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   37.32
       Model |  53.1147085    28  1.89695387           Prob > F      =  0.0000
    Residual |  134.480058  2646  .050823907           R-squared     =  0.2831
-------------+------------------------------           Adj R-squared =  0.2755
       Total |  187.594766  2674  .070155111           Root MSE      =  .22544

------------------------------------------------------------------------------
  IncomeCat1 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat2 |  -.2906933   .0135005   -21.53   0.000     -.317166   -.2642206
  IncomeCat3 |  -.2736702   .0122358   -22.37   0.000    -.2976628   -.2496775
  IncomeCat4 |  -.2521847   .0123888   -20.36   0.000    -.2764773   -.2278921
    stateab2 |   .1489621   .1003845     1.48   0.138    -.0478778     .345802
    stateab3 |   .1021259   .1255652     0.81   0.416      -.14409    .3483417
    stateab4 |    .222081   .1252401     1.77   0.076    -.0234974    .4676595
    stateab5 |   .1468795   .1192856     1.23   0.218    -.0870229    .3807818
    stateab6 |   .1489151   .0260779     5.71   0.000     .0977799    .2000502
    stateab7 |   .1053696   .0641551     1.64   0.101    -.0204296    .2311688
    stateab8 |   .1180111   .0917935     1.29   0.199    -.0619832    .2980054
     nacegp2 |  -.2469831   .1047909    -2.36   0.018    -.4524634   -.0415028
     nacegp3 |  -.0989451    .039502    -2.50   0.012     -.176403   -.0214872
     nacegp4 |  -.0253973   .0462683    -0.55   0.583    -.1161229    .0653284
     nacegp5 |   .0206561   .0359999     0.57   0.566    -.0499348     .091247
     nacegp6 |  -.0652103   .0312643    -2.09   0.037    -.1265153   -.0039054
     nacegp7 |  -.0325687   .0329681    -0.99   0.323    -.0972145    .0320772
     nacegp8 |  -.0413774   .0430571    -0.96   0.337    -.1258064    .0430515
     nacegp9 |    .000326   .0353468     0.01   0.993    -.0689843    .0696362
    nacegp10 |   .0153843   .0344601     0.45   0.655    -.0521871    .0829557
      Geocon |   .1188244   .2437615     0.49   0.626     -.359158    .5968067
      Traded |    .522976   .2142483     2.44   0.015      .102865    .9430871
GeoconTraded |   -.598208   .2443602    -2.45   0.014    -1.077364   -.1190516
        Male |   -.022096   .0094414    -2.34   0.019    -.0406092   -.0035827
   Homeowner |  -.0292209   .0104109    -2.81   0.005    -.0496351   -.0088066
     Married |  -.0720777   .0104073    -6.93   0.000     -.092485   -.0516705
   Education |  -.0032776   .0012259    -2.67   0.008    -.0056814   -.0008738
         Age |   .0005226   .0004266     1.23   0.221    -.0003139    .0013592
 CityDweller |   .0182741    .010376     1.76   0.078    -.0020718      .03862
       _cons |   .1816979   .1789314     1.02   0.310    -.1691617    .5325576
------------------------------------------------------------------------------

. reg IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 Geocon Traded GeoconTra
> ded  Male Homeowner  Married Education Age  CityDweller  IncomeCat1 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   60.57
       Model |  152.090748    28  5.43181243           Prob > F      =  0.0000
    Residual |  237.272243  2646  .089672049           R-squared     =  0.3906
-------------+------------------------------           Adj R-squared =  0.3842
       Total |  389.362991  2674  .145610692           Root MSE      =  .29945

------------------------------------------------------------------------------
  IncomeCat2 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat3 |  -.4812687   .0150518   -31.97   0.000    -.5107831   -.4517542
  IncomeCat4 |  -.4588829   .0152847   -30.02   0.000    -.4888541   -.4289117
    stateab2 |    .129934   .1333717     0.97   0.330    -.1315893    .3914574
    stateab3 |    .007268   .1668084     0.04   0.965      -.31982    .3343561
    stateab4 |   .1193537   .1664385     0.72   0.473     -.207009    .4457163
    stateab5 |   .0246322   .1584911     0.16   0.877    -.2861468    .3354111
    stateab6 |   .2556309   .0344958     7.41   0.000     .1879894    .3232723
    stateab7 |   .1234852   .0852265     1.45   0.147    -.0436322    .2906026
    stateab8 |   .1033158   .1219504     0.85   0.397     -.135812    .3424435
     nacegp2 |  -.1073721   .1393236    -0.77   0.441    -.3805662    .1658221
     nacegp3 |  -.0719661   .0525138    -1.37   0.171    -.1749383    .0310062
     nacegp4 |  -.1215288    .061416    -1.98   0.048     -.241957   -.0011006
     nacegp5 |  -.0457984   .0478132    -0.96   0.338    -.1395535    .0479567
     nacegp6 |  -.0946176   .0415216    -2.28   0.023    -.1760357   -.0131995
     nacegp7 |  -.0729642   .0437765    -1.67   0.096    -.1588038    .0128753
     nacegp8 |  -.0672086   .0571876    -1.18   0.240    -.1793455    .0449282
     nacegp9 |  -.0545377    .046939    -1.16   0.245    -.1465787    .0375032
    nacegp10 |  -.0522766   .0457636    -1.14   0.253    -.1420126    .0374594
      Geocon |  -.1566478   .3237874    -0.48   0.629    -.7915498    .4782542
      Traded |    .153566   .2848895     0.54   0.590    -.4050626    .7121947
GeoconTraded |  -.2358328   .3249175    -0.73   0.468    -.8729508    .4012852
        Male |    .024575   .0125448     1.96   0.050    -.0000236    .0491737
   Homeowner |  -.0368302   .0138307    -2.66   0.008    -.0639503     -.00971
     Married |  -.0378744   .0139292    -2.72   0.007    -.0651877   -.0105611
   Education |  -.0044131   .0016283    -2.71   0.007    -.0076059   -.0012202
         Age |  -.0000726   .0005668    -0.13   0.898     -.001184    .0010389
 CityDweller |   .0048417   .0137902     0.35   0.726    -.0221989    .0318822
  IncomeCat1 |  -.5128898   .0238199   -21.53   0.000    -.5595974   -.4661823
       _cons |   .5938149   .2374396     2.50   0.012      .128229    1.059401
------------------------------------------------------------------------------

. reg IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 Geocon Traded GeoconTraded  Male H
> omeowner  Married Education Age  CityDweller  IncomeCat1 IncomeCat2 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   77.04
       Model |   232.75299    28  8.31260677           Prob > F      =  0.0000
    Residual |  285.495982  2646  .107897197           R-squared     =  0.4491
-------------+------------------------------           Adj R-squared =  0.4433
       Total |  518.248972  2674  .193810386           Root MSE      =  .32848

------------------------------------------------------------------------------
  IncomeCat3 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat4 |  -.5800249   .0158024   -36.70   0.000    -.6110111   -.5490387
    stateab2 |   .3640766   .1461536     2.49   0.013     .0774898    .6506635
    stateab3 |   .2876696   .1828907     1.57   0.116    -.0709536    .6462929
    stateab4 |   .4034122   .1824196     2.21   0.027     .0457128    .7611116
    stateab5 |   .3257726   .1737381     1.88   0.061    -.0149035    .6664488
    stateab6 |   .3845019    .037492    10.26   0.000     .3109852    .4580186
    stateab7 |   .3353454   .0932966     3.59   0.000     .1524037     .518287
    stateab8 |   .2963803   .1336643     2.22   0.027     .0342831    .5584774
     nacegp2 |  -.0304967   .1528434    -0.20   0.842    -.3302013    .2692079
     nacegp3 |   .0588428   .0576127     1.02   0.307    -.0541278    .1718134
     nacegp4 |    .045072   .0674128     0.67   0.504    -.0871151    .1772591
     nacegp5 |   .0766626   .0524354     1.46   0.144    -.0261559    .1794811
     nacegp6 |   .0021298   .0455907     0.05   0.963    -.0872672    .0915269
     nacegp7 |   .0761807   .0480218     1.59   0.113    -.0179834    .1703449
     nacegp8 |   .0652119    .062734     1.04   0.299    -.0578007    .1882245
     nacegp9 |   .0830382   .0514764     1.61   0.107    -.0178998    .1839763
    nacegp10 |   .0675329   .0501944     1.35   0.179    -.0308913    .1659571
      Geocon |   .2675012   .3551478     0.75   0.451    -.4288942    .9638965
      Traded |   .1455454   .3125064     0.47   0.641    -.4672363     .758327
GeoconTraded |   -.271141   .3564063    -0.76   0.447    -.9700042    .4277221
        Male |   .0077485   .0137699     0.56   0.574    -.0192523    .0347493
   Homeowner |   .0211592    .015186     1.39   0.164    -.0086185    .0509368
     Married |   .0084874   .0152998     0.55   0.579    -.0215133    .0384881
   Education |  -.0029851   .0017877    -1.67   0.095    -.0064904    .0005202
         Age |  -.0006324   .0006216    -1.02   0.309    -.0018513    .0005866
 CityDweller |   .0183607   .0151229     1.21   0.225    -.0112931    .0480146
  IncomeCat1 |  -.5809912   .0259761   -22.37   0.000    -.6319268   -.5300557
  IncomeCat2 |  -.5790828    .018111   -31.97   0.000    -.6145958   -.5435697
       _cons |     .13432   .2607477     0.52   0.607      -.37697      .64561
------------------------------------------------------------------------------

. reg IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 Geocon Traded GeoconTraded  Male Homeowner  M
> arried Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 

      Source |       SS       df       MS              Number of obs =    2675
-------------+------------------------------           F( 28,  2646) =   82.33
       Model |  249.431088    28  8.90825313           Prob > F      =  0.0000
    Residual |  286.304987  2646  .108202943           R-squared     =  0.4656
-------------+------------------------------           Adj R-squared =  0.4599
       Total |  535.736075  2674  .200350065           Root MSE      =  .32894

------------------------------------------------------------------------------
  IncomeCat4 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
    stateab2 |   .3948437   .1463309     2.70   0.007     .1079092    .6817781
    stateab3 |    .361756   .1831002     1.98   0.048     .0027219    .7207901
    stateab4 |   .4149141   .1826686     2.27   0.023     .0567264    .7731018
    stateab5 |   .3227309   .1739865     1.85   0.064    -.0184324    .6638942
    stateab6 |   .3136829   .0377953     8.30   0.000     .2395716    .3877941
    stateab7 |   .4674643   .0932146     5.01   0.000     .2846835    .6502451
    stateab8 |   .3349551   .1338195     2.50   0.012     .0725536    .5973566
     nacegp2 |    -.24077   .1529894    -1.57   0.116    -.5407609    .0592208
     nacegp3 |  -.0440035   .0576993    -0.76   0.446    -.1571438    .0691369
     nacegp4 |   .0982543   .0674869     1.46   0.146    -.0340781    .2305868
     nacegp5 |   .0724424    .052512     1.38   0.168    -.0305263     .175411
     nacegp6 |  -.0347077   .0456503    -0.76   0.447    -.1242216    .0548061
     nacegp7 |    .067724   .0480947     1.41   0.159     -.026583    .1620309
     nacegp8 |   .1657141    .062753     2.64   0.008     .0426643     .288764
     nacegp9 |   .1428945   .0514998     2.77   0.006     .0419106    .2438783
    nacegp10 |   .0973503    .050247     1.94   0.053    -.0011771    .1958777
      Geocon |   .3546069   .3556219     1.00   0.319    -.3427182    1.051932
      Traded |   .6394385   .3127148     2.04   0.041     .0262484    1.252629
GeoconTraded |  -.7415215   .3566587    -2.08   0.038     -1.44088   -.0421633
        Male |    .021242    .013784     1.54   0.123    -.0057865    .0482705
   Homeowner |   .0482135   .0151842     3.18   0.002     .0184394    .0779876
     Married |   .0421674   .0153004     2.76   0.006     .0121655    .0721693
   Education |   .0109732   .0017784     6.17   0.000     .0074861    .0144604
         Age |  -.0006467   .0006225    -1.04   0.299    -.0018673     .000574
 CityDweller |   .0316997    .015136     2.09   0.036     .0020202    .0613793
  IncomeCat1 |  -.5368955   .0263754   -20.36   0.000     -.588614    -.485177
  IncomeCat2 |  -.5537119   .0184433   -30.02   0.000    -.5898767   -.5175471
  IncomeCat3 |  -.5816685   .0158471   -36.70   0.000    -.6127426   -.5505945
       _cons |  -.2672702   .2610783    -1.02   0.306    -.7792084     .244668
------------------------------------------------------------------------------


-------------------------------------------------------------------------------------------------
       log:  C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.log
  log type:  text
 opened on:   9 Sep 2004, 15:39:21

. cmdlog using Busch-Reinhardt-BJPS.do, append
(cmdlog C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.do opened)

. * that was collinearity diagnostics *
. * substantive effects *

-------------------------------------------------------------------------------------------------
       log:  C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.log
  log type:  text
 opened on:   9 Sep 2004, 15:50:17

. cmdlog using Busch-Reinhardt-BJPS.do, append
(cmdlog C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.do opened)

. drop xb xbno

. probit Turnout Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller  
> IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=WEIGHTP], ro
> bust

(sum of wgt is   2.9729e+03)
Iteration 0:   log pseudo-likelihood = -1472.8711
Iteration 1:   log pseudo-likelihood = -1393.6205
Iteration 2:   log pseudo-likelihood = -1392.7602
Iteration 3:   log pseudo-likelihood = -1392.7497
Iteration 4:   log pseudo-likelihood = -1392.7497

Probit estimates                                  Number of obs   =       2675
                                                  Wald chi2(29)   =     148.79
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1392.7497                Pseudo R2       =     0.0544

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      Geocon |  -1.446958    1.50456    -0.96   0.336    -4.395842    1.501927
      Traded |  -4.660802   1.471234    -3.17   0.002    -7.544368   -1.777236
GeoconTraded |   4.437841   1.684315     2.63   0.008     1.136643    7.739038
        Male |    .228272   .0607871     3.76   0.000     .1091314    .3474125
   Homeowner |  -.0051538   .0688245    -0.07   0.940    -.1400474    .1297397
     Married |  -.0775319    .069122    -1.12   0.262    -.2130087    .0579448
   Education |    .030479   .0079259     3.85   0.000     .0149444    .0460135
         Age |   .0078781   .0028575     2.76   0.006     .0022775    .0134788
 CityDweller |  -.1077254   .0676452    -1.59   0.111    -.2403075    .0248567
  IncomeCat1 |   .3156193   .1269433     2.49   0.013     .0668151    .5644235
  IncomeCat2 |   .3072543   .0937138     3.28   0.001     .1235785      .49093
  IncomeCat3 |   .2512532    .084309     2.98   0.003     .0860107    .4164958
  IncomeCat4 |   .3382232   .0849168     3.98   0.000     .1717895     .504657
    stateab2 |  -.8601687   .6208736    -1.39   0.166    -2.077059    .3567212
    stateab3 |   -.927083   .7775973    -1.19   0.233    -2.451146    .5969798
    stateab4 |  -.5012838    .778959    -0.64   0.520    -2.028015    1.025448
    stateab5 |  -1.172414     .73488    -1.60   0.111    -2.612752    .2679245
    stateab6 |   .0697308   .1680923     0.41   0.678    -.2597241    .3991857
    stateab7 |  -.2594596   .3982456    -0.65   0.515    -1.040007    .5210874
    stateab8 |  -.3178895   .5694919    -0.56   0.577    -1.434073     .798294
     nacegp2 |   2.594566   .7236247     3.59   0.000     1.176288    4.012845
     nacegp3 |   .5795513   .2558281     2.27   0.023     .0781374    1.080965
     nacegp4 |   -.822959   .2970311    -2.77   0.006    -1.405129   -.2407887
     nacegp5 |  -.2811298   .2565818    -1.10   0.273    -.7840209    .2217613
     nacegp6 |   .0427269   .2112926     0.20   0.840     -.371399    .4568527
     nacegp7 |  -.1173839   .2201858    -0.53   0.594    -.5489401    .3141724
     nacegp8 |   -.441815   .2865735    -1.54   0.123    -1.003489    .1198587
     nacegp9 |  -.4996743   .2480544    -2.01   0.044     -.985852   -.0134966
    nacegp10 |  -.5352561   .2418225    -2.21   0.027     -1.00922   -.0612927
       _cons |   1.221373   1.102392     1.11   0.268    -.9392764    3.382022
------------------------------------------------------------------------------

. gen xbno=xb-(-1.446958*Geocon)-(-4.660802*Traded)-(4.437841*GeoconTraded)
xb not found
r(111);

. * Set Traded=0.5, Geocon at min, then max *
. di norm(1.658308+(-1.446958*.1888752)+(-4.660802*.5)+(4.437841*.1888752*.5))
.29934391

. di norm(1.658308+(-1.446958*.8211392)+(-4.660802*.5)+(4.437841*.8211392*.5))
.48476238

. di norm(1.658308+(-1.446958*.8211392)+(-4.660802*.5)+(4.437841*.8211392*.5))-norm(1.658308+(-1.
> 446958*.1888752)+(-4.660802*.5)+(4.437841*.1888752*.5))
.18541847

. su Geocon

    Variable |       Obs        Mean    Std. Dev.       Min        Max
-------------+--------------------------------------------------------
      Geocon |      2675    .4095174    .1780559   .1888752   .8211392

. * Now set Traded=0.5 but Geocon at mean, then mean+SD *
. di norm(1.658308+(-1.446958*.409517)+(-4.660802*.5)+(4.437841*.409517*.5))
.3609348

. di norm(1.658308+(-1.446958*(.409517+.1780559))+(-4.660802*.5)+(4.437841*(.409517+.1780559)*.5)
> )
.41351637

. di norm(1.658308+(-1.446958*(.409517+.1780559))+(-4.660802*.5)+(4.437841*(.409517+.1780559)*.5)
> )-norm(1.658308+(-1.446958*.409517)+(-4.660802*.5)+(4.437841*.409517*.5))
.05258157

. * collective significance of selected controls *
. testparm stateab2-stateab8

 ( 1)  stateab2 = 0
 ( 2)  stateab3 = 0
 ( 3)  stateab4 = 0
 ( 4)  stateab5 = 0
 ( 5)  stateab6 = 0
 ( 6)  stateab7 = 0
 ( 7)  stateab8 = 0

           chi2(  7) =   62.69
         Prob > chi2 =    0.0000

. testparm nacegp2-nacegp10

 ( 1)  nacegp2 = 0
 ( 2)  nacegp3 = 0
 ( 3)  nacegp4 = 0
 ( 4)  nacegp5 = 0
 ( 5)  nacegp6 = 0
 ( 6)  nacegp7 = 0
 ( 7)  nacegp8 = 0
 ( 8)  nacegp9 = 0
 ( 9)  nacegp10 = 0

           chi2(  9) =   21.72
         Prob > chi2 =    0.0098

. testparm  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4

 ( 1)  IncomeCat1 = 0
 ( 2)  IncomeCat2 = 0
 ( 3)  IncomeCat3 = 0
 ( 4)  IncomeCat4 = 0

           chi2(  4) =   19.47
         Prob > chi2 =    0.0006

. test IncomeCat1=IncomeCat2=IncomeCat3=IncomeCat4

 ( 1)  IncomeCat1 - IncomeCat2 = 0
 ( 2)  IncomeCat1 - IncomeCat3 = 0
 ( 3)  IncomeCat1 - IncomeCat4 = 0

           chi2(  3) =    1.24
         Prob > chi2 =    0.7445

. * Model II *
. xi: probit Turnout elec  UnionMember PublicSector  OccupationManager OccupationWhiteCollar Occu
> pationManualWorker i.workplac Geocon Traded GeoconTraded  Male Homeowner  Married Education Age
>   CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [
> pw=WEIGHTP], robust
i.workplac        _Iworkplac_1-6      (naturally coded; _Iworkplac_1 omitted)
variable elec not found
r(111);

. des workplac

              storage  display     value
variable name   type   format      label      variable label
-------------------------------------------------------------------------------
workplac        byte   %9.0g                  How many people at worksite?
                                                Q13,47

. xi: probit Turnout  MonthsTillNextElection UnionMember PublicSector  OccupationManager Occupati
> onWhiteCollar OccupationManualWorker i.workplac Geocon Traded GeoconTraded  Male Homeowner  Mar
> ried Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 
> nacegp2-nacegp10 [pw=WEIGHTP], robust
i.workplac        _Iworkplac_1-6      (naturally coded; _Iworkplac_1 omitted)

(sum of wgt is   2.8344e+03)
note: stateab3 dropped due to collinearity
Iteration 0:   log pseudo-likelihood = -1379.2749
Iteration 1:   log pseudo-likelihood = -1305.1759
Iteration 2:   log pseudo-likelihood = -1304.4031
Iteration 3:   log pseudo-likelihood = -1304.3967
Iteration 4:   log pseudo-likelihood = -1304.3967

Probit estimates                                  Number of obs   =       2554
                                                  Wald chi2(39)   =     141.35
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1304.3967                Pseudo R2       =     0.0543

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
MonthsTill~n |   .0282698   .0205436     1.38   0.169    -.0119949    .0685345
 UnionMember |   .0683837   .0738948     0.93   0.355    -.0764474    .2132148
PublicSector |  -.0080171   .0755268    -0.11   0.915    -.1560469    .1400126
Occupati~ger |   .0518437   .1315604     0.39   0.694    -.2060099    .3096973
Occupatio~ar |   .0643902   .1265342     0.51   0.611    -.1836122    .3123927
Occupati~ker |   .0546027   .1196161     0.46   0.648    -.1798405    .2890459
_Iworkplac_2 |  -.1250974     .11684    -1.07   0.284    -.3540997    .1039049
_Iworkplac_3 |   .0112993   .1350628     0.08   0.933    -.2534189    .2760174
_Iworkplac_4 |  -.0958516   .1330121    -0.72   0.471    -.3565505    .1648473
_Iworkplac_5 |  -.0874167   .1457477    -0.60   0.549    -.3730769    .1982435
_Iworkplac_6 |   .0786933   .1564423     0.50   0.615    -.2279279    .3853146
      Geocon |  -1.937026   1.548295    -1.25   0.211    -4.971629    1.097577
      Traded |  -4.772376   1.520559    -3.14   0.002    -7.752616   -1.792136
GeoconTraded |   4.567292   1.741826     2.62   0.009     1.153376    7.981207
        Male |   .2441692   .0638582     3.82   0.000     .1190095     .369329
   Homeowner |  -.0117656   .0724288    -0.16   0.871    -.1537235    .1301923
     Married |  -.0942646   .0720046    -1.31   0.190    -.2353909    .0468617
   Education |   .0285319   .0089996     3.17   0.002      .010893    .0461708
         Age |   .0070106   .0030075     2.33   0.020     .0011159    .0129053
 CityDweller |  -.1258834   .0703334    -1.79   0.073    -.2637344    .0119675
  IncomeCat1 |   .2651131   .1306577     2.03   0.042     .0090288    .5211974
  IncomeCat2 |   .2938362   .0981965     2.99   0.003     .1013746    .4862978
  IncomeCat3 |   .2070016   .0879726     2.35   0.019     .0345785    .3794247
  IncomeCat4 |   .3193629    .087992     3.63   0.000     .1469018     .491824
    stateab2 |   -.726311    .458607    -1.58   0.113    -1.625164    .1725422
    stateab4 |   .0096857   .3049012     0.03   0.975    -.5879097    .6072811
    stateab5 |  -.2911627   .1231672    -2.36   0.018     -.532566   -.0497594
    stateab6 |   .4027339   .1951913     2.06   0.039     .0201661    .7853018
    stateab7 |  -.4273542   .4930916    -0.87   0.386    -1.393796    .5390876
    stateab8 |   .2252538   .1268544     1.78   0.076    -.0233763    .4738838
     nacegp2 |   2.407806   .7257693     3.32   0.001     .9853246    3.830288
     nacegp3 |   .5954003   .2659319     2.24   0.025     .0741833    1.116617
     nacegp4 |  -.7570193   .3203292    -2.36   0.018    -1.384853   -.1291857
     nacegp5 |  -.2908889   .2740273    -1.06   0.288    -.8279726    .2461948
     nacegp6 |   .0341373   .2200744     0.16   0.877    -.3972005    .4654752
     nacegp7 |  -.1244053   .2347159    -0.53   0.596      -.58444    .3356294
     nacegp8 |  -.4503173   .3076645    -1.46   0.143    -1.053329     .152694
     nacegp9 |  -.4779908   .2751364    -1.74   0.082    -1.017248    .0612666
    nacegp10 |  -.5062559   .2594812    -1.95   0.051     -1.01483    .0023179
       _cons |   .5504772   .4416037     1.25   0.213    -.3150502    1.416005
------------------------------------------------------------------------------

. * collective significance of selected controls *
. testparm stateab2-stateab8

 ( 1)  stateab2 = 0
 ( 2)  stateab4 = 0
 ( 3)  stateab5 = 0
 ( 4)  stateab6 = 0
 ( 5)  stateab7 = 0
 ( 6)  stateab8 = 0

           chi2(  6) =   53.43
         Prob > chi2 =    0.0000

. testparm nacegp2-nacegp10

 ( 1)  nacegp2 = 0
 ( 2)  nacegp3 = 0
 ( 3)  nacegp4 = 0
 ( 4)  nacegp5 = 0
 ( 5)  nacegp6 = 0
 ( 6)  nacegp7 = 0
 ( 7)  nacegp8 = 0
 ( 8)  nacegp9 = 0
 ( 9)  nacegp10 = 0

           chi2(  9) =   18.31
         Prob > chi2 =    0.0317

. testparm  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4

 ( 1)  IncomeCat1 = 0
 ( 2)  IncomeCat2 = 0
 ( 3)  IncomeCat3 = 0
 ( 4)  IncomeCat4 = 0

           chi2(  4) =   15.64
         Prob > chi2 =    0.0035

. test IncomeCat1=IncomeCat2=IncomeCat3=IncomeCat4

 ( 1)  IncomeCat1 - IncomeCat2 = 0
 ( 2)  IncomeCat1 - IncomeCat3 = 0
 ( 3)  IncomeCat1 - IncomeCat4 = 0

           chi2(  3) =    2.06
         Prob > chi2 =    0.5606

. testparm _Iworkplac*

 ( 1)  _Iworkplac_2 = 0
 ( 2)  _Iworkplac_3 = 0
 ( 3)  _Iworkplac_4 = 0
 ( 4)  _Iworkplac_5 = 0
 ( 5)  _Iworkplac_6 = 0

           chi2(  5) =    5.26
         Prob > chi2 =    0.3850

. testparm Occupation*

 ( 1)  OccupationManager = 0
 ( 2)  OccupationWhiteCollar = 0
 ( 3)  OccupationManualWorker = 0

           chi2(  3) =    0.27
         Prob > chi2 =    0.9660

. spearman workplac Geocon if e(sample)

 Number of obs =    2554
Spearman's rho =       0.1773

Test of Ho: workplac and Geocon are independent
    Prob > |t| =       0.0000

. * Robustness Tests for the Eurobarometer Application *
. * R&D *
. probit Turnout RD Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDwelle
> r  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=WEIGHTP],
>  robust

(sum of wgt is   1.6407e+03)
note: stateab5 dropped due to collinearity
note: stateab7 dropped due to collinearity
note: nacegp2 dropped due to collinearity
note: nacegp4 dropped due to collinearity
note: nacegp6 dropped due to collinearity
note: nacegp8 dropped due to collinearity
Iteration 0:   log pseudo-likelihood =  -826.9405
Iteration 1:   log pseudo-likelihood = -778.43405
Iteration 2:   log pseudo-likelihood = -777.81118
Iteration 3:   log pseudo-likelihood =  -777.8107

Probit estimates                                  Number of obs   =       1547
                                                  Wald chi2(24)   =      84.76
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood =  -777.8107                Pseudo R2       =     0.0594

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
          RD |   .2160632   .0813949     2.65   0.008     .0565322    .3755943
      Geocon |  -1.510002   4.266366    -0.35   0.723    -9.871926    6.851921
      Traded |  -11.55656   4.546078    -2.54   0.011    -20.46671   -2.646411
GeoconTraded |   11.63039   4.836721     2.40   0.016      2.15059    21.11019
        Male |   .2433885   .0826309     2.95   0.003     .0814349    .4053421
   Homeowner |   -.053869   .0905879    -0.59   0.552     -.231418    .1236801
     Married |   .0201011   .0915486     0.22   0.826    -.1593309    .1995332
   Education |   .0463062   .0115415     4.01   0.000     .0236853    .0689271
         Age |   .0074701   .0039046     1.91   0.056    -.0001827     .015123
 CityDweller |  -.0809337    .088644    -0.91   0.361    -.2546727    .0928053
  IncomeCat1 |   .2811311   .1756564     1.60   0.109    -.0631491    .6254113
  IncomeCat2 |   .1603649   .1239106     1.29   0.196    -.0824953    .4032252
  IncomeCat3 |   .0893213   .1151202     0.78   0.438    -.1363102    .3149528
  IncomeCat4 |   .2312696   .1212025     1.91   0.056    -.0062828    .4688221
    stateab2 |  -1.145721   1.678193    -0.68   0.495    -4.434919    2.143477
    stateab3 |  -.9706201   2.245291    -0.43   0.666    -5.371309    3.430069
    stateab4 |  -.4916561   2.151059    -0.23   0.819    -4.707654    3.724342
    stateab6 |   .0808028    .325532     0.25   0.804    -.5572283    .7188339
    stateab8 |  -.6784656   1.525911    -0.44   0.657    -3.669195    2.312264
     nacegp3 |   2.214786   .9959402     2.22   0.026     .2627795    4.166793
     nacegp5 |   .1334083   .3132577     0.43   0.670    -.4805654    .7473821
     nacegp7 |   .7798301    .429018     1.82   0.069    -.0610297     1.62069
     nacegp9 |  -.1332385   .3010033    -0.44   0.658    -.7231942    .4567171
    nacegp10 |  -.2779905   .3229583    -0.86   0.389    -.9109771    .3549961
       _cons |   .4134333   3.087384     0.13   0.893    -5.637728    6.464595
------------------------------------------------------------------------------

. xi: probit Turnout RD MonthsTillNextElection UnionMember PublicSector  OccupationManager Occupa
> tionWhiteCollar OccupationManualWorker i.workplac Geocon Traded GeoconTraded  Male Homeowner  M
> arried Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab
> 8 nacegp2-nacegp10 [pw=WEIGHTP], robust
i.workplac        _Iworkplac_1-6      (naturally coded; _Iworkplac_1 omitted)

(sum of wgt is   1.5597e+03)
note: stateab3 dropped due to collinearity
note: stateab5 dropped due to collinearity
note: stateab7 dropped due to collinearity
note: nacegp2 dropped due to collinearity
note: nacegp4 dropped due to collinearity
note: nacegp6 dropped due to collinearity
note: nacegp8 dropped due to collinearity
Iteration 0:   log pseudo-likelihood = -771.97929
Iteration 1:   log pseudo-likelihood = -722.55643
Iteration 2:   log pseudo-likelihood = -721.81892
Iteration 3:   log pseudo-likelihood = -721.81816

Probit estimates                                  Number of obs   =       1472
                                                  Wald chi2(34)   =      83.99
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -721.81816                Pseudo R2       =     0.0650

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
          RD |   .2077188   .0854229     2.43   0.015      .040293    .3751447
MonthsTill~n |   .0223271   .0615065     0.36   0.717    -.0982235    .1428776
 UnionMember |   .2234415   .0931451     2.40   0.016     .0408804    .4060026
PublicSector |  -.0336808   .0995463    -0.34   0.735     -.228788    .1614264
Occupati~ger |  -.1200526   .2008856    -0.60   0.550    -.5137813     .273676
Occupatio~ar |  -.0500387   .1966484    -0.25   0.799    -.4354625    .3353851
Occupati~ker |  -.2078025   .1877428    -1.11   0.268    -.5757716    .1601666
_Iworkplac_2 |   .0256681   .1774583     0.14   0.885    -.3221436    .3734799
_Iworkplac_3 |   .0744243    .188569     0.39   0.693    -.2951643    .4440128
_Iworkplac_4 |   -.080119   .1825314    -0.44   0.661    -.4378739    .2776358
_Iworkplac_5 |   .1266935   .1972013     0.64   0.521     -.259814    .5132011
_Iworkplac_6 |   .1200835    .204677     0.59   0.557    -.2810759     .521243
      Geocon |  -1.562701   4.562964    -0.34   0.732    -10.50595    7.380544
      Traded |  -12.19979   4.748399    -2.57   0.010    -21.50648     -2.8931
GeoconTraded |   12.29806   5.039853     2.44   0.015     2.420135    22.17599
        Male |   .2168397   .0892066     2.43   0.015      .041998    .3916814
   Homeowner |  -.0800255   .0956825    -0.84   0.403    -.2675598    .1075088
     Married |   .0222286    .096346     0.23   0.818    -.1666061    .2110633
   Education |   .0452686   .0133783     3.38   0.001     .0190476    .0714895
         Age |   .0066728    .004137     1.61   0.107    -.0014357    .0147812
 CityDweller |   -.128332   .0926191    -1.39   0.166    -.3098621    .0531982
  IncomeCat1 |   .2685332   .1821447     1.47   0.140    -.0884639    .6255303
  IncomeCat2 |   .1625804   .1322777     1.23   0.219     -.096679    .4218399
  IncomeCat3 |   .0465545   .1215257     0.38   0.702    -.1916314    .2847405
  IncomeCat4 |   .1529289   .1257879     1.22   0.224    -.0936108    .3994686
    stateab2 |  -.8646202   1.247386    -0.69   0.488    -3.309452    1.580212
    stateab4 |   .1269674   .8017678     0.16   0.874    -1.444468    1.698403
    stateab6 |   .3829226    .511508     0.75   0.454    -.6196146     1.38546
    stateab8 |  -.0677122   .2879226    -0.24   0.814    -.6320302    .4966058
     nacegp3 |   2.327901   1.041587     2.23   0.025     .2864279    4.369374
     nacegp5 |   .1163345   .3381297     0.34   0.731    -.5463876    .7790566
     nacegp7 |   .7633336   .4591625     1.66   0.096    -.1366083    1.663276
     nacegp9 |  -.1466154   .3331472    -0.44   0.660    -.7995719     .506341
    nacegp10 |  -.2827605   .3536922    -0.80   0.424    -.9759845    .4104635
       _cons |  -.2345477   1.039245    -0.23   0.821    -2.271431    1.802336
------------------------------------------------------------------------------

. pwcorr RD Geocon, obs sig

             |       RD   Geocon
-------------+------------------
          RD |   1.0000 
             |
             |     1547
             |
      Geocon |  -0.2306   1.0000 
             |   0.0000
             |     1547     2675
             |

. * Industrial Concentration *
. gen z=log(oecdent)
(98787 missing values generated)

. probit Turnout z Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller
>   IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=WEIGHTP], 
> robust

(sum of wgt is   1.4023e+03)
note: stateab6 dropped due to collinearity
note: nacegp8 dropped due to collinearity
Iteration 0:   log pseudo-likelihood =  -687.0389
Iteration 1:   log pseudo-likelihood = -630.05514
Iteration 2:   log pseudo-likelihood = -629.14677
Iteration 3:   log pseudo-likelihood = -629.13487
Iteration 4:   log pseudo-likelihood = -629.13486

Probit estimates                                  Number of obs   =       1213
                                                  Wald chi2(28)   =     100.82
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -629.13486                Pseudo R2       =     0.0843

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
           z |  -.0742599   .1885864    -0.39   0.694    -.4438825    .2953627
      Geocon |  -1.961604   2.489734    -0.79   0.431    -6.841393    2.918186
      Traded |  -2.939643   2.262579    -1.30   0.194    -7.374217    1.494931
GeoconTraded |  -7.091312   8.183823    -0.87   0.386    -23.13131    8.948686
        Male |   .2430621   .0915131     2.66   0.008     .0636998    .4224244
   Homeowner |   .0407825   .1027231     0.40   0.691    -.1605511    .2421161
     Married |   .0573903   .1033291     0.56   0.579     -.145131    .2599115
   Education |   .0261398   .0117367     2.23   0.026     .0031364    .0491433
         Age |   .0063657   .0042522     1.50   0.134    -.0019684    .0146998
 CityDweller |   .0897666   .1047368     0.86   0.391    -.1155138     .295047
  IncomeCat1 |   .3513435   .1827463     1.92   0.055    -.0068326    .7095197
  IncomeCat2 |   .3861635   .1422802     2.71   0.007     .1072995    .6650274
  IncomeCat3 |   .3243182   .1247433     2.60   0.009     .0798259    .5688105
  IncomeCat4 |   .4760519   .1257376     3.79   0.000     .2296107     .722493
    stateab2 |  -5.455365   3.215607    -1.70   0.090    -11.75784    .8471092
    stateab3 |  -5.584436   3.868325    -1.44   0.149    -13.16621    1.997342
    stateab4 |  -4.742735   3.536261    -1.34   0.180    -11.67368     2.18821
    stateab5 |  -5.088409   3.634413    -1.40   0.161    -12.21173     2.03491
    stateab7 |  -3.905663   2.907585    -1.34   0.179    -9.604425    1.793099
    stateab8 |  -4.235707   3.202118    -1.32   0.186    -10.51174    2.040329
     nacegp2 |   4.283152    1.86917     2.29   0.022     .6196467    7.946657
     nacegp3 |   2.223541   .8929461     2.49   0.013     .4733989    3.973683
     nacegp4 |  -.7850776    1.23828    -0.63   0.526    -3.212062    1.641906
     nacegp5 |  -.1427526   .4064832    -0.35   0.725    -.9394451    .6539398
     nacegp6 |   1.209021   .5550778     2.18   0.029     .1210882    2.296953
     nacegp7 |   1.086908   .6765365     1.61   0.108    -.2390793    2.412895
     nacegp9 |  -.1336706   .4371956    -0.31   0.760    -.9905583    .7232171
    nacegp10 |   .1073835   .4499143     0.24   0.811    -.7744324    .9891994
       _cons |   5.521031   2.468017     2.24   0.025     .6838056    10.35826
------------------------------------------------------------------------------

. xi: probit Turnout z MonthsTillNextElection UnionMember PublicSector  OccupationManager Occupat
> ionWhiteCollar OccupationManualWorker i.workplac Geocon Traded GeoconTraded  Male Homeowner  Ma
> rried Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8
>  nacegp2-nacegp10 [pw=WEIGHTP], robust
i.workplac        _Iworkplac_1-6      (naturally coded; _Iworkplac_1 omitted)

(sum of wgt is   1.3426e+03)
note: stateab3 dropped due to collinearity
note: stateab7 dropped due to collinearity
note: nacegp8 dropped due to collinearity
Iteration 0:   log pseudo-likelihood =  -648.7112
Iteration 1:   log pseudo-likelihood = -588.59617
Iteration 2:   log pseudo-likelihood = -587.48373
Iteration 3:   log pseudo-likelihood = -587.47569
Iteration 4:   log pseudo-likelihood = -587.47568

Probit estimates                                  Number of obs   =       1164
                                                  Wald chi2(38)   =     113.56
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -587.47568                Pseudo R2       =     0.0944

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
           z |  -.0161089   .1923166    -0.08   0.933    -.3930425    .3608246
MonthsTill~n |   .0553217   .0277066     2.00   0.046     .0010177    .1096256
 UnionMember |  -.0594435   .1231862    -0.48   0.629    -.3008839     .181997
PublicSector |  -.0715032   .1207427    -0.59   0.554    -.3081546    .1651482
Occupati~ger |   .2086962   .1856134     1.12   0.261    -.1550993    .5724918
Occupatio~ar |   .1723704   .1791657     0.96   0.336     -.178788    .5235287
Occupati~ker |   .2055098   .1638024     1.25   0.210     -.115537    .5265566
_Iworkplac_2 |  -.3442782   .1724018    -2.00   0.046    -.6821795    -.006377
_Iworkplac_3 |  -.2708969   .2012263    -1.35   0.178    -.6652932    .1234994
_Iworkplac_4 |  -.2611027   .2043779    -1.28   0.201     -.661676    .1394705
_Iworkplac_5 |   -.372189    .223802    -1.66   0.096    -.8108328    .0664548
_Iworkplac_6 |   .2691243    .267193     1.01   0.314    -.2545644     .792813
      Geocon |  -3.051017   2.545496    -1.20   0.231    -8.040099    1.938064
      Traded |  -2.480911   2.277647    -1.09   0.276    -6.945016    1.983194
GeoconTraded |  -10.93791   8.479225    -1.29   0.197    -27.55689     5.68106
        Male |   .2961636   .0953809     3.11   0.002     .1092205    .4831067
   Homeowner |   .0358518   .1071843     0.33   0.738    -.1742255    .2459291
     Married |   .0198569   .1080852     0.18   0.854    -.1919863    .2317001
   Education |     .02441   .0134439     1.82   0.069    -.0019396    .0507596
         Age |   .0042125   .0044248     0.95   0.341    -.0044599    .0128849
 CityDweller |    .064521   .1082816     0.60   0.551     -.147707     .276749
  IncomeCat1 |   .3022049   .1893888     1.60   0.111    -.0689903    .6734001
  IncomeCat2 |   .3735436   .1466188     2.55   0.011      .086176    .6609112
  IncomeCat3 |   .3148036   .1293246     2.43   0.015      .061332    .5682752
  IncomeCat4 |   .5103065   .1293819     3.94   0.000     .2567225    .7638904
    stateab2 |  -1.135278   .3538416    -3.21   0.001    -1.828795   -.4417616
    stateab4 |   .2227721   .2643902     0.84   0.399    -.2954233    .7409674
    stateab5 |   .6408349   .4051447     1.58   0.114    -.1532342    1.434904
    stateab6 |   6.248316   3.391674     1.84   0.065    -.3992426    12.89588
    stateab8 |   1.021631    .445398     2.29   0.022     .1486668    1.894595
     nacegp2 |   5.065532   1.916295     2.64   0.008     1.309662    8.821402
     nacegp3 |   2.708343    .928409     2.92   0.004     .8886949    4.527991
     nacegp4 |  -.1141811   1.277054    -0.09   0.929     -2.61716    2.388798
     nacegp5 |  -.0177951   .4276944    -0.04   0.967    -.8560608    .8204705
     nacegp6 |   1.426079   .5692666     2.51   0.012     .3103367    2.541821
     nacegp7 |   1.386084   .6863516     2.02   0.043     .0408595    2.731308
     nacegp9 |   .1511029   .4737294     0.32   0.750    -.7773896    1.079595
    nacegp10 |   .3772371   .4747218     0.79   0.427    -.5532005    1.307675
       _cons |  -.6677814   2.714535    -0.25   0.806    -5.988172     4.65261
------------------------------------------------------------------------------

. * Opinion Leadership *
. tab opinlead
variable opinlead not found
r(111);

. tab OpinionLeader

    Opinion |
 Leadership |
Index (C1): |
     lo->hi |      Freq.     Percent        Cum.
------------+-----------------------------------
          0 |        401       14.99       14.99
          1 |        835       31.21       46.21
          2 |      1,130       42.24       88.45
          3 |        309       11.55      100.00
------------+-----------------------------------
      Total |      2,675      100.00

. su OpinionLeader, detail

            Opinion Leadership Index (C1): lo->hi
-------------------------------------------------------------
      Percentiles      Smallest
 1%            0              0
 5%            0              0
10%            0              0       Obs                2675
25%            1              0       Sum of Wgt.        2675

50%            2                      Mean           1.503551
                        Largest       Std. Dev.      .8838102
75%            2              3
90%            3              3       Variance       .7811205
95%            3              3       Skewness      -.1603085
99%            3              3       Kurtosis       2.281664

. gen OpinionGeocon=OpinionLeader*Geocon
(97325 missing values generated)

. probit Turnout OpinionGeocon OpinionLeader Geocon Traded GeoconTraded  Male Homeowner  Married 
> Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 naceg
> p2-nacegp10 [pw=WEIGHTP], robust

(sum of wgt is   2.9729e+03)
Iteration 0:   log pseudo-likelihood = -1472.8711
Iteration 1:   log pseudo-likelihood = -1384.8254
Iteration 2:   log pseudo-likelihood = -1383.8287
Iteration 3:   log pseudo-likelihood = -1383.8183
Iteration 4:   log pseudo-likelihood = -1383.8182

Probit estimates                                  Number of obs   =       2675
                                                  Wald chi2(31)   =     164.24
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1383.8182                Pseudo R2       =     0.0605

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
OpinionGeo~n |  -.1378939    .188139    -0.73   0.464    -.5066395    .2308517
OpinionLea~p |   .1932496   .0806878     2.40   0.017     .0351045    .3513948
      Geocon |  -1.130081   1.538701    -0.73   0.463    -4.145879    1.885717
      Traded |  -4.525049   1.480012    -3.06   0.002     -7.42582   -1.624279
GeoconTraded |   4.336177   1.694057     2.56   0.010     1.015886    7.656468
        Male |   .1964658   .0615139     3.19   0.001     .0759008    .3170309
   Homeowner |  -.0086821   .0689783    -0.13   0.900    -.1438772    .1265129
     Married |  -.0666632   .0695515    -0.96   0.338    -.2029816    .0696551
   Education |   .0256683   .0080178     3.20   0.001     .0099537    .0413828
         Age |   .0072428   .0028606     2.53   0.011     .0016361    .0128495
 CityDweller |  -.1093941   .0679312    -1.61   0.107    -.2425369    .0237487
  IncomeCat1 |   .3310115   .1275537     2.60   0.009     .0810109    .5810122
  IncomeCat2 |   .3234806   .0945034     3.42   0.001     .1382573    .5087039
  IncomeCat3 |   .2509865   .0848547     2.96   0.003     .0846743    .4172987
  IncomeCat4 |   .3378661   .0853835     3.96   0.000     .1705175    .5052147
    stateab2 |   -.827583   .6229796    -1.33   0.184    -2.048601    .3934347
    stateab3 |  -.8644898    .780939    -1.11   0.268    -2.395102    .6661225
    stateab4 |  -.4226578   .7831313    -0.54   0.589    -1.957567    1.112251
    stateab5 |  -1.149471   .7370735    -1.56   0.119    -2.594109    .2951664
    stateab6 |     .03264   .1712492     0.19   0.849    -.3030023    .3682823
    stateab7 |  -.2139819   .4002031    -0.53   0.593    -.9983655    .5704017
    stateab8 |  -.2608875   .5717691    -0.46   0.648    -1.381534    .8597594
     nacegp2 |    2.40612   .7292179     3.30   0.001     .9768793    3.835361
     nacegp3 |   .5329511    .254052     2.10   0.036     .0350183    1.030884
     nacegp4 |  -.8466028   .2983379    -2.84   0.005    -1.431334   -.2618714
     nacegp5 |  -.2916131   .2592135    -1.12   0.261    -.7996622     .216436
     nacegp6 |  -.0053613   .2117929    -0.03   0.980    -.4204677    .4097451
     nacegp7 |  -.1589381    .220848    -0.72   0.472    -.5917921     .273916
     nacegp8 |  -.4789793   .2884832    -1.66   0.097    -1.044396    .0864373
     nacegp9 |  -.5276545   .2505398    -2.11   0.035    -1.018703   -.0366055
    nacegp10 |  -.5497938   .2439672    -2.25   0.024    -1.027961   -.0716269
       _cons |   .9948845   1.111268     0.90   0.371    -1.183161     3.17293
------------------------------------------------------------------------------

. xi: probit Turnout OpinionGeocon OpinionLeader MonthsTillNextElection UnionMember PublicSector 
>  OccupationManager OccupationWhiteCollar OccupationManualWorker i.workplac Geocon Traded Geocon
> Traded  Male Homeowner  Married Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 In
> comeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=WEIGHTP], robust
i.workplac        _Iworkplac_1-6      (naturally coded; _Iworkplac_1 omitted)

(sum of wgt is   2.8344e+03)
note: stateab3 dropped due to collinearity
Iteration 0:   log pseudo-likelihood = -1379.2749
Iteration 1:   log pseudo-likelihood = -1296.7154
Iteration 2:   log pseudo-likelihood =  -1295.809
Iteration 3:   log pseudo-likelihood = -1295.8026
Iteration 4:   log pseudo-likelihood = -1295.8026

Probit estimates                                  Number of obs   =       2554
                                                  Wald chi2(41)   =     157.15
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1295.8026                Pseudo R2       =     0.0605

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
OpinionGeo~n |  -.1386599   .1948625    -0.71   0.477    -.5205833    .2432636
OpinionLea~p |   .1963337   .0837891     2.34   0.019     .0321101    .3605573
MonthsTill~n |   .0268181   .0206645     1.30   0.194    -.0136836    .0673198
 UnionMember |   .0453633   .0743519     0.61   0.542    -.1003637    .1910904
PublicSector |  -.0110329   .0758274    -0.15   0.884    -.1596518    .1375861
Occupati~ger |   .0409278   .1325903     0.31   0.758    -.2189445    .3008001
Occupatio~ar |   .0655065   .1275425     0.51   0.608    -.1844723    .3154853
Occupati~ker |   .0783257   .1205895     0.65   0.516    -.1580253    .3146767
_Iworkplac_2 |  -.1240909   .1172525    -1.06   0.290    -.3539017    .1057199
_Iworkplac_3 |  -.0042183   .1362145    -0.03   0.975    -.2711939    .2627572
_Iworkplac_4 |  -.1003034   .1339945    -0.75   0.454    -.3629278    .1623211
_Iworkplac_5 |  -.0994921   .1468858    -0.68   0.498    -.3873829    .1883987
_Iworkplac_6 |   .0546525   .1576487     0.35   0.729    -.2543332    .3636382
      Geocon |  -1.612142   1.586663    -1.02   0.310    -4.721945    1.497661
      Traded |  -4.601108   1.527635    -3.01   0.003    -7.595217   -1.606999
GeoconTraded |     4.4272   1.749244     2.53   0.011     .9987459    7.855655
        Male |   .2158288     .06438     3.35   0.001     .0896462    .3420113
   Homeowner |  -.0110179   .0725959    -0.15   0.879    -.1533032    .1312675
     Married |  -.0841318   .0724135    -1.16   0.245    -.2260597    .0577961
   Education |   .0249211   .0090631     2.75   0.006     .0071576    .0426845
         Age |   .0065014   .0030048     2.16   0.030     .0006122    .0123906
 CityDweller |  -.1261755   .0706055    -1.79   0.074    -.2645598    .0122089
  IncomeCat1 |   .2755262   .1309763     2.10   0.035     .0188174    .5322351
  IncomeCat2 |   .3064501   .0990018     3.10   0.002     .1124101    .5004901
  IncomeCat3 |   .2082832   .0885078     2.35   0.019     .0348112    .3817553
  IncomeCat4 |    .324916   .0884523     3.67   0.000     .1515527    .4982793
    stateab2 |  -.7095729   .4605193    -1.54   0.123    -1.612174    .1930283
    stateab4 |   .0506518    .307551     0.16   0.869    -.5521371    .6534407
    stateab5 |  -.3241871   .1240975    -2.61   0.009    -.5674138   -.0809604
    stateab6 |   .3511142   .1978916     1.77   0.076    -.0367462    .7389747
    stateab7 |  -.3780646   .4959016    -0.76   0.446    -1.350014    .5938846
    stateab8 |   .2469236   .1271715     1.94   0.052    -.0023279    .4961751
     nacegp2 |   2.211349   .7266125     3.04   0.002     .7872145    3.635483
     nacegp3 |   .5429678    .263916     2.06   0.040     .0257019    1.060234
     nacegp4 |  -.7741774    .321936    -2.40   0.016     -1.40516   -.1431945
     nacegp5 |  -.2979735   .2771922    -1.07   0.282    -.8412602    .2453132
     nacegp6 |  -.0186849   .2203812    -0.08   0.932    -.4506242    .4132545
     nacegp7 |  -.1642627   .2355867    -0.70   0.486    -.6260041    .2974787
     nacegp8 |  -.4810734    .309721    -1.55   0.120    -1.088115    .1259686
     nacegp9 |  -.4969258   .2782137    -1.79   0.074    -1.042215    .0483631
    nacegp10 |  -.5198172   .2619226    -1.98   0.047    -1.033176   -.0064583
       _cons |   .3442922   .4564042     0.75   0.451    -.5502436    1.238828
------------------------------------------------------------------------------

. probit Turnout Geocon Traded GeoconTraded  Male Homeowner  Married Education Age  CityDweller  
> IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 nacegp2-nacegp10 [pw=WEIGHTP] if 
> OpinionLeader<=2, robust

(sum of wgt is   2.6303e+03)
Iteration 0:   log pseudo-likelihood = -1342.1216
Iteration 1:   log pseudo-likelihood = -1273.5158
Iteration 2:   log pseudo-likelihood = -1272.9231
Iteration 3:   log pseudo-likelihood = -1272.9191
Iteration 4:   log pseudo-likelihood = -1272.9191

Probit estimates                                  Number of obs   =       2366
                                                  Wald chi2(29)   =     125.97
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1272.9191                Pseudo R2       =     0.0516

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      Geocon |  -1.041383   1.579555    -0.66   0.510    -4.137254    2.054487
      Traded |  -3.988125   1.498015    -2.66   0.008     -6.92418   -1.052069
GeoconTraded |   3.721229   1.720902     2.16   0.031     .3483236    7.094134
        Male |   .2008815   .0637833     3.15   0.002     .0758686    .3258944
   Homeowner |   .0146814   .0733271     0.20   0.841     -.129037    .1583998
     Married |  -.0487899   .0735268    -0.66   0.507    -.1928998      .09532
   Education |   .0269828   .0084339     3.20   0.001     .0104527    .0435129
         Age |   .0075504   .0030146     2.50   0.012     .0016419    .0134589
 CityDweller |  -.1199542    .071308    -1.68   0.093    -.2597153    .0198069
  IncomeCat1 |   .2497016   .1325083     1.88   0.060    -.0100098     .509413
  IncomeCat2 |   .2744294   .0974844     2.82   0.005     .0833635    .4654953
  IncomeCat3 |   .1877577    .088156     2.13   0.033      .014975    .3605404
  IncomeCat4 |   .2995371   .0888641     3.37   0.001     .1253665    .4737076
    stateab2 |  -.7852606   .6521075    -1.20   0.229    -2.063368    .4928466
    stateab3 |  -.7645044   .8176877    -0.93   0.350    -2.367143     .838134
    stateab4 |  -.3268405   .8185872    -0.40   0.690    -1.931242    1.277561
    stateab5 |   -.992467   .7680085    -1.29   0.196    -2.497736     .512802
    stateab6 |   .0463258   .1762924     0.26   0.793    -.2992008    .3918525
    stateab7 |  -.1872766   .4174284    -0.45   0.654    -1.005421    .6308681
    stateab8 |  -.2271319   .5979514    -0.38   0.704    -1.399095    .9448313
     nacegp2 |   2.196691   .7586033     2.90   0.004     .7098555    3.683526
     nacegp3 |   .4863337   .2588491     1.88   0.060    -.0210012    .9936685
     nacegp4 |  -.8059348   .3035523    -2.66   0.008    -1.400886   -.2109831
     nacegp5 |   -.171116   .2596411    -0.66   0.510    -.6800031    .3377712
     nacegp6 |   .0199604   .2150743     0.09   0.926    -.4015776    .4414983
     nacegp7 |  -.1530539   .2259334    -0.68   0.498    -.5958752    .2897674
     nacegp8 |  -.3715289   .2975841    -1.25   0.212    -.9547831    .2117253
     nacegp9 |  -.4348896   .2515005    -1.73   0.084    -.9278214    .0580423
    nacegp10 |  -.5251162   .2437922    -2.15   0.031     -1.00294   -.0472922
       _cons |   .9778566   1.154499     0.85   0.397    -1.284919    3.240632
------------------------------------------------------------------------------

. xi: probit Turnout MonthsTillNextElection UnionMember PublicSector  OccupationManager Occupatio
> nWhiteCollar OccupationManualWorker i.workplac Geocon Traded GeoconTraded  Male Homeowner  Marr
> ied Education Age  CityDweller  IncomeCat1 IncomeCat2 IncomeCat3 IncomeCat4 stateab2-stateab8 n
> acegp2-nacegp10 [pw=WEIGHTP] if OpinionLeader<=2, robust
i.workplac        _Iworkplac_1-6      (naturally coded; _Iworkplac_1 omitted)

(sum of wgt is   2.5013e+03)
note: stateab3 dropped due to collinearity
Iteration 0:   log pseudo-likelihood = -1252.4879
Iteration 1:   log pseudo-likelihood = -1187.9971
Iteration 2:   log pseudo-likelihood = -1187.4865
Iteration 3:   log pseudo-likelihood = -1187.4851
Iteration 4:   log pseudo-likelihood = -1187.4851

Probit estimates                                  Number of obs   =       2253
                                                  Wald chi2(39)   =     120.77
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -1187.4851                Pseudo R2       =     0.0519

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
MonthsTill~n |   .0271107   .0216643     1.25   0.211    -.0153506     .069572
 UnionMember |   .0340881   .0789757     0.43   0.666    -.1207014    .1888777
PublicSector |  -.0210842   .0786928    -0.27   0.789    -.1753194    .1331509
Occupati~ger |   .0013976   .1370923     0.01   0.992    -.2672984    .2700936
Occupatio~ar |   .0127365   .1308027     0.10   0.922    -.2436322    .2691051
Occupati~ker |  -.0110594   .1220945    -0.09   0.928    -.2503603    .2282415
_Iworkplac_2 |  -.1195935   .1212428    -0.99   0.324     -.357225     .118038
_Iworkplac_3 |   .0382467   .1390871     0.27   0.783     -.234359    .3108524
_Iworkplac_4 |  -.0746468   .1383095    -0.54   0.589    -.3457284    .1964348
_Iworkplac_5 |  -.0970296   .1524845    -0.64   0.525    -.3958939    .2018346
_Iworkplac_6 |   .1250641   .1633394     0.77   0.444    -.1950751    .4452033
      Geocon |  -1.692765   1.629826    -1.04   0.299    -4.887165    1.501634
      Traded |    -3.8809    1.53363    -2.53   0.011     -6.88676   -.8750414
GeoconTraded |   3.576403   1.763585     2.03   0.043     .1198404    7.032967
        Male |   .2258951   .0670189     3.37   0.001     .0945404    .3572497
   Homeowner |   .0025664   .0771426     0.03   0.973    -.1486302     .153763
     Married |    -.05854   .0767091    -0.76   0.445    -.2088871    .0918072
   Education |   .0240376   .0095711     2.51   0.012     .0052785    .0427967
         Age |   .0066282   .0031831     2.08   0.037     .0003895    .0128669
 CityDweller |  -.1454358   .0743196    -1.96   0.050    -.2910994    .0002279
  IncomeCat1 |    .202245   .1365856     1.48   0.139    -.0654579     .469948
  IncomeCat2 |   .2603204   .1026525     2.54   0.011     .0591252    .4615155
  IncomeCat3 |   .1447664   .0923579     1.57   0.117    -.0362517    .3257845
  IncomeCat4 |   .2848246   .0923432     3.08   0.002     .1038352    .4658139
    stateab2 |  -.7531331   .4818157    -1.56   0.118    -1.697475    .1912084
    stateab4 |   .0444499   .3203159     0.14   0.890    -.5833579    .6722576
    stateab5 |  -.2585308   .1319694    -1.96   0.050    -.5171861    .0001245
    stateab6 |   .3251429   .2061359     1.58   0.115    -.0788761    .7291619
    stateab7 |  -.4134676   .5186963    -0.80   0.425    -1.430094    .6031586
    stateab8 |    .203228   .1322174     1.54   0.124    -.0559133    .4623692
     nacegp2 |   1.929466   .7341164     2.63   0.009     .4906242    3.368308
     nacegp3 |    .519577   .2679007     1.94   0.052    -.0054987    1.044653
     nacegp4 |  -.6799581   .3262333    -2.08   0.037    -1.319364   -.0405527
     nacegp5 |  -.1252767   .2742092    -0.46   0.648    -.6627168    .4121635
     nacegp6 |   .0181104   .2231387     0.08   0.935    -.4192335    .4554543
     nacegp7 |   -.133063   .2398362    -0.55   0.579    -.6031334    .3370073
     nacegp8 |  -.3410582   .3194575    -1.07   0.286    -.9671833     .285067
     nacegp9 |  -.3414915   .2783124    -1.23   0.220    -.8869737    .2039907
    nacegp10 |  -.4414192   .2596281    -1.70   0.089     -.950281    .0674426
       _cons |    .510603   .4567936     1.12   0.264     -.384696    1.405902
------------------------------------------------------------------------------

. * Part II: Netherlands Application *

-------------------------------------------------------------------------------------------------
       log:  C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.log
  log type:  text
 opened on:   9 Sep 2004, 16:34:19

. cmdlog using Busch-Reinhardt-BJPS.do, append
(cmdlog C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.do opened)

. * Model III *
. probit Turnout Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Ma
> le  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded
> , robust

Iteration 0:   log pseudo-likelihood = -152.29833
Iteration 1:   log pseudo-likelihood = -124.31635
Iteration 2:   log pseudo-likelihood = -122.43283
Iteration 3:   log pseudo-likelihood = -122.37815
Iteration 4:   log pseudo-likelihood = -122.37807

Probit estimates                                  Number of obs   =        487
                                                  Wald chi2(17)   =      66.05
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -122.37807                Pseudo R2       =     0.1965

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
Election1982 |  -.2425168   .2252341    -1.08   0.282    -.6839674    .1989339
Election1986 |  -.4140154   .2267404    -1.83   0.068    -.8584183    .0303876
PartyIdent~r |   .7229665    .229303     3.15   0.002     .2735409    1.172392
  Interested |   .8174224   .1895394     4.31   0.000     .4459321    1.188913
  IncomeCat1 |   .3604625     .46088     0.78   0.434    -.5428457    1.263771
  IncomeCat2 |  -.1047388   .2916666    -0.36   0.720    -.6763949    .4669173
  IncomeCat3 |   .3023401   .3143241     0.96   0.336    -.3137238    .9184041
  IncomeCat4 |   .1169975    .302495     0.39   0.699    -.4758818    .7098767
        Male |  -.3373235   .2351343    -1.43   0.151    -.7981782    .1235312
   Homeowner |  -.3058259   .1933043    -1.58   0.114    -.6846954    .0730436
     Married |  -.3024675   .2494726    -1.21   0.225    -.7914247    .1864898
   Education |   .0771229    .044536     1.73   0.083     -.010166    .1644117
         Age |   .0230993   .0094671     2.44   0.015     .0045441    .0416546
 CityDweller |  -.3272375   .2120119    -1.54   0.123    -.7427733    .0882983
GeoconCe~red |  -20.15332     10.559    -1.91   0.056    -40.84857    .5419379
      Traded |   1.093136    .526851     2.07   0.038     .0605274    2.125745
GeoconCe~ded |   19.09898   9.426813     2.03   0.043     .6227705     37.5752
       _cons |  -.8141806   .7293372    -1.12   0.264    -2.243655    .6152941
------------------------------------------------------------------------------

. * collinearity assessment *
. pwcorr Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Home
> owner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded

             | Ele~1982 Ele~1986 PartyI~r Intere~d Income~1 Income~2 Income~3
-------------+---------------------------------------------------------------
Election1982 |   1.0000 
Election1986 |  -0.4004   1.0000 
PartyIdent~r |  -0.0143   0.0278   1.0000 
  Interested |  -0.0931   0.0584   0.1624   1.0000 
  IncomeCat1 |  -0.0356   0.1761  -0.1363  -0.0613   1.0000 
  IncomeCat2 |   0.0037   0.0291  -0.0904   0.0080  -0.1455   1.0000 
  IncomeCat3 |  -0.0228   0.0198   0.0419  -0.0366  -0.1537  -0.4134   1.0000 
  IncomeCat4 |  -0.0311  -0.0522   0.0509   0.1264  -0.1360  -0.3657  -0.3862 
        Male |   0.1167  -0.1788   0.0475   0.0248  -0.0417  -0.0404   0.1398 
   Homeowner |  -0.0777   0.0691   0.1282   0.1129  -0.1027  -0.2931   0.0455 
     Married |  -0.0226  -0.1933   0.0759   0.0725  -0.1824  -0.1030   0.1065 
   Education |  -0.1279   0.2535   0.0908   0.3380  -0.0439  -0.2388  -0.0190 
         Age |   0.0560  -0.0374   0.0511   0.0232   0.0179  -0.1095   0.0316 
 CityDweller |  -0.0274   0.1238  -0.0061   0.0189   0.0377   0.0529  -0.0829 
GeoconCe~red |  -0.0027   0.0067   0.0924  -0.0185  -0.0027  -0.0309   0.0432 
      Traded |  -0.0483   0.1158  -0.0760  -0.0918   0.0669  -0.0795   0.0771 
GeoconCe~ded |   0.0440  -0.0994   0.1174   0.0589  -0.0529   0.0638  -0.0481 

             | Income~4     Male Homeow~r  Married Educat~n      Age CityDw~r
-------------+---------------------------------------------------------------
  IncomeCat4 |   1.0000 
        Male |  -0.0498   1.0000 
   Homeowner |   0.2462  -0.1266   1.0000 
     Married |   0.0954   0.2139   0.1516   1.0000 
   Education |   0.3512  -0.1031   0.2061  -0.1174   1.0000 
         Age |   0.0696   0.1651   0.1283   0.2285  -0.0533   1.0000 
 CityDweller |   0.0175  -0.0053  -0.1424  -0.2272   0.1563   0.0012   1.0000 
GeoconCe~red |  -0.0079   0.0907  -0.0648   0.0984  -0.0135   0.0546   0.0067 
      Traded |  -0.0657   0.1272   0.0157   0.0408  -0.1424  -0.0305  -0.0474 
GeoconCe~ded |   0.0388  -0.0408  -0.0563   0.0414   0.0811   0.0632   0.0306 

             | Geoc~red   Traded Geoc~ded
-------------+---------------------------
GeoconCe~red |   1.0000 
      Traded |  -0.0005   1.0000 
GeoconCe~ded |   0.5387  -0.8298   1.0000 

. reg Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeown
> er  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    6.73
       Model |  15.7634177    16  .985213608           Prob > F      =  0.0000
    Residual |  68.8402784   470  .146468677           R-squared     =  0.1863
-------------+------------------------------           Adj R-squared =  0.1586
       Total |  84.6036961   486  .174081679           Root MSE      =  .38271

------------------------------------------------------------------------------
Election1982 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
Election1986 |  -.3508916   .0406432    -8.63   0.000    -.4307564   -.2710268
PartyIdent~r |   .0086227   .0378028     0.23   0.820    -.0656606    .0829061
  Interested |  -.0576163   .0440185    -1.31   0.191    -.1441138    .0288811
  IncomeCat1 |  -.0335518   .0981333    -0.34   0.733     -.226386    .1592825
  IncomeCat2 |   -.049037   .0652831    -0.75   0.453    -.1773199    .0792459
  IncomeCat3 |  -.0625239    .062819    -1.00   0.320    -.1859647    .0609168
  IncomeCat4 |  -.0775958   .0655446    -1.18   0.237    -.2063925    .0512009
        Male |    .061934   .0465488     1.33   0.184    -.0295356    .1534036
   Homeowner |  -.0198392   .0393054    -0.50   0.614    -.0970754    .0573969
     Married |  -.1160034   .0469158    -2.47   0.014    -.2081942   -.0238127
   Education |   .0019366   .0086263     0.22   0.822    -.0150142    .0188874
         Age |   .0023812   .0016525     1.44   0.150    -.0008659    .0056283
 CityDweller |  -.0076511   .0447641    -0.17   0.864    -.0956136    .0803114
GeoconCe~red |  -1.110355   2.705453    -0.41   0.682    -6.426636    4.205926
      Traded |   .0519038   .1375161     0.38   0.706    -.2183187    .3221263
GeoconCe~ded |   1.053312   2.500131     0.42   0.674    -3.859506     5.96613
       _cons |    .343262   .1752081     1.96   0.051    -.0010262    .6875502
------------------------------------------------------------------------------

. reg Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeowner  Married  E
> ducation  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded Election1982  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   13.55
       Model |   35.300057    16  2.20625356           Prob > F      =  0.0000
    Residual |  76.5315652   470  .162833117           R-squared     =  0.3157
-------------+------------------------------           Adj R-squared =  0.2924
       Total |  111.831622   486  .230106218           Root MSE      =  .40353

------------------------------------------------------------------------------
Election1986 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
PartyIdent~r |    .056612   .0397752     1.42   0.155    -.0215472    .1347713
  Interested |   -.038966   .0464622    -0.84   0.402    -.1302653    .0523334
  IncomeCat1 |   .4311673   .1015539     4.25   0.000     .2316114    .6307233
  IncomeCat2 |   .2164386   .0681474     3.18   0.002     .0825273    .3503498
  IncomeCat3 |   .1554193   .0659164     2.36   0.019      .025892    .2849467
  IncomeCat4 |   .0069966   .0692114     0.10   0.920    -.1290055    .1429986
        Male |  -.1367725   .0487663    -2.80   0.005    -.2325995   -.0409455
   Homeowner |   .0641399   .0413486     1.55   0.122     -.017111    .1453908
     Married |  -.1469028   .0493247    -2.98   0.003    -.2438271   -.0499784
   Education |   .0485378    .008816     5.51   0.000     .0312141    .0658615
         Age |   .0020672   .0017436     1.19   0.236    -.0013589    .0054933
 CityDweller |   .0689067   .0470929     1.46   0.144     -.023632    .1614453
GeoconCe~red |  -1.813315   2.851873    -0.64   0.525    -7.417314    3.790683
      Traded |   .2166977   .1446719     1.50   0.135    -.0675862    .5009815
GeoconCe~ded |   2.238036   2.634575     0.85   0.396    -2.938968     7.41504
Election1982 |  -.3900955   .0451841    -8.63   0.000    -.4788833   -.3013077
       _cons |  -.0046889   .1854894    -0.03   0.980      -.36918    .3598023
------------------------------------------------------------------------------

. reg PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeowner  Married  Education  Age 
>  CityDweller GeoconCentered Traded  GeoconCenteredTraded Election1982  Election1986  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    2.84
       Model |  9.91177088    16   .61948568           Prob > F      =  0.0002
    Residual |   102.48248   470  .218047829           R-squared     =  0.0882
-------------+------------------------------           Adj R-squared =  0.0571
       Total |  112.394251   486   .23126389           Root MSE      =  .46696

------------------------------------------------------------------------------
PartyIdent~r |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  Interested |   .1622948   .0532825     3.05   0.002     .0575935    .2669961
  IncomeCat1 |  -.4125201   .1182281    -3.49   0.001    -.6448411    -.180199
  IncomeCat2 |  -.2143058   .0790858    -2.71   0.007    -.3697114   -.0589003
  IncomeCat3 |  -.1298103   .0764936    -1.70   0.090     -.280122    .0205014
  IncomeCat4 |  -.1443485   .0798143    -1.81   0.071    -.3011855    .0124886
        Male |    .063327   .0568271     1.11   0.266    -.0483397    .1749937
   Homeowner |    .077965   .0478355     1.63   0.104    -.0160328    .1719628
     Married |   .0148125   .0576101     0.26   0.797    -.0983928    .1280178
   Education |   .0001079   .0105257     0.01   0.992    -.0205753     .020791
         Age |   .0005258   .0020205     0.26   0.795    -.0034446    .0044961
 CityDweller |   .0070323   .0546184     0.13   0.898    -.1002942    .1143588
GeoconCe~red |  -1.570144   3.300782    -0.48   0.635     -8.05626    4.915973
      Traded |   .1175627   .1677243     0.70   0.484    -.2120196    .4471451
GeoconCe~ded |   3.141901   3.047599     1.03   0.303    -2.846704    9.130506
Election1982 |   .0128366   .0562769     0.23   0.820    -.0977489    .1234222
Election1986 |   .0758085   .0532625     1.42   0.155    -.0288537    .1804706
       _cons |   .1974285   .2144533     0.92   0.358    -.2239773    .6188344
------------------------------------------------------------------------------

. reg Interested IncomeCat1-IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller Geoc
> onCentered Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    5.89
       Model |  15.1140752    16  .944629703           Prob > F      =  0.0000
    Residual |  75.3171362   470  .160249226           R-squared     =  0.1671
-------------+------------------------------           Adj R-squared =  0.1388
       Total |  90.4312115   486  .186072452           Root MSE      =  .40031

------------------------------------------------------------------------------
  Interested |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat1 |   .0944788   .1025662     0.92   0.357    -.1070662    .2960239
  IncomeCat2 |   .1785057   .0678282     2.63   0.009     .0452216    .3117898
  IncomeCat3 |   .0520858    .065733     0.79   0.429    -.0770811    .1812528
  IncomeCat4 |   .0638732   .0685976     0.93   0.352    -.0709227     .198669
        Male |   .0546573   .0487158     1.12   0.262    -.0410705     .150385
   Homeowner |   .0412141   .0410801     1.00   0.316    -.0395092    .1219375
     Married |   .0936839    .049202     1.90   0.058    -.0029992    .1903671
   Education |   .0607639   .0085771     7.08   0.000     .0439097     .077618
         Age |   .0006473    .001732     0.37   0.709    -.0027562    .0040507
 CityDweller |  -.0156953   .0468184    -0.34   0.738    -.1076946    .0763041
GeoconCe~red |    .227764   2.830352     0.08   0.936    -5.333946    5.789474
      Traded |   -.057258   .1438374    -0.40   0.691     -.339902    .2253859
GeoconCe~ded |  -.7599684   2.615359    -0.29   0.772    -5.899212    4.379276
Election1982 |  -.0630372     .04816    -1.31   0.191    -.1576728    .0315984
Election1986 |  -.0383476   .0457249    -0.84   0.402    -.1281982    .0515029
PartyIdent~r |   .1192748   .0391587     3.05   0.002      .042327    .1962226
       _cons |   .2251674   .1837186     1.23   0.221     -.135844    .5861789
------------------------------------------------------------------------------

. reg IncomeCat1-IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered 
> Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested 

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   16.44
       Model |  8.51101448    16  .531938405           Prob > F      =  0.0000
    Residual |   15.205618   470  .032352379           R-squared     =  0.3589
-------------+------------------------------           Adj R-squared =  0.3370
       Total |  23.7166324   486  .048799655           Root MSE      =  .17987

------------------------------------------------------------------------------
  IncomeCat1 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat2 |  -.3397142      .0264   -12.87   0.000    -.3915909   -.2878374
  IncomeCat3 |  -.3115209   .0258265   -12.06   0.000    -.3622706   -.2607711
  IncomeCat4 |  -.2912736   .0277714   -10.49   0.000    -.3458451   -.2367022
        Male |   .0135487   .0219093     0.62   0.537    -.0295037    .0566011
   Homeowner |  -.0510797    .018327    -2.79   0.006    -.0870927   -.0150667
     Married |  -.0525001     .02206    -2.38   0.018    -.0958485   -.0091516
   Education |  -.0038314   .0040505    -0.95   0.345    -.0117908     .004128
         Age |   .0009024   .0007772     1.16   0.246    -.0006249    .0024296
 CityDweller |  -.0133835   .0210299    -0.64   0.525    -.0547078    .0279407
GeoconCe~red |  -.7678471   1.271247    -0.60   0.546    -3.265879    1.730185
      Traded |    .040679   .0646126     0.63   0.529    -.0862862    .1676443
GeoconCe~ded |   .7999103   1.174658     0.68   0.496     -1.50832    3.108141
Election1982 |   -.007411   .0216759    -0.34   0.733    -.0500047    .0351827
Election1986 |   .0856662   .0201772     4.25   0.000     .0460175    .1253148
PartyIdent~r |  -.0612068   .0175418    -3.49   0.001    -.0956769   -.0267366
  Interested |   .0190741   .0207069     0.92   0.357    -.0216154    .0597636
       _cons |   .3006867   .0815085     3.69   0.000     .1405206    .4608529
------------------------------------------------------------------------------

. reg IncomeCat2-IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered 
> Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested IncomeCat1

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   54.88
       Model |  64.1340639    16  4.00837899           Prob > F      =  0.0000
    Residual |   34.325895   470  .073033819           R-squared     =  0.6514
-------------+------------------------------           Adj R-squared =  0.6395
       Total |  98.4599589   486  .202592508           Root MSE      =  .27025

------------------------------------------------------------------------------
  IncomeCat2 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat3 |  -.6876871    .031075   -22.13   0.000    -.7487502   -.6266239
  IncomeCat4 |  -.6522334   .0352623   -18.50   0.000    -.7215246   -.5829421
        Male |   .0241479   .0329129     0.73   0.464    -.0405267    .0888226
   Homeowner |  -.1173464   .0272298    -4.31   0.000    -.1708536   -.0638391
     Married |  -.0057563   .0333428    -0.17   0.863    -.0712757     .059763
   Education |  -.0131272   .0060615    -2.17   0.031    -.0250381   -.0012162
         Age |  -.0008631   .0011688    -0.74   0.461    -.0031598    .0014335
 CityDweller |   -.006064   .0316094    -0.19   0.848    -.0681772    .0560491
GeoconCe~red |  -1.044022   1.910159    -0.55   0.585    -4.797531    2.709486
      Traded |   .0068294   .0971196     0.07   0.944    -.1840129    .1976717
GeoconCe~ded |   .8485158   1.765337     0.48   0.631    -2.620414    4.317446
Election1982 |  -.0244514   .0325522    -0.75   0.453    -.0884172    .0395145
Election1986 |   .0970769   .0305654     3.18   0.002     .0370151    .1571387
PartyIdent~r |  -.0717805   .0264893    -2.71   0.007    -.1238326   -.0197283
  Interested |   .0813542   .0309128     2.63   0.009     .0206098    .1420987
  IncomeCat1 |  -.7668871   .0595967   -12.87   0.000    -.8839961   -.6497781
       _cons |   .7571903   .1192143     6.35   0.000     .5229313    .9914493
------------------------------------------------------------------------------

. reg IncomeCat1 IncomeCat3-IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller Geoc
> onCentered Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested
>  IncomeCat2

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   16.44
       Model |  8.51101448    16  .531938405           Prob > F      =  0.0000
    Residual |   15.205618   470  .032352379           R-squared     =  0.3589
-------------+------------------------------           Adj R-squared =  0.3370
       Total |  23.7166324   486  .048799655           Root MSE      =  .17987

------------------------------------------------------------------------------
  IncomeCat1 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat3 |  -.3115209   .0258265   -12.06   0.000    -.3622706   -.2607711
  IncomeCat4 |  -.2912736   .0277714   -10.49   0.000    -.3458451   -.2367022
        Male |   .0135487   .0219093     0.62   0.537    -.0295037    .0566011
   Homeowner |  -.0510797    .018327    -2.79   0.006    -.0870927   -.0150667
     Married |  -.0525001     .02206    -2.38   0.018    -.0958485   -.0091516
   Education |  -.0038314   .0040505    -0.95   0.345    -.0117908     .004128
         Age |   .0009024   .0007772     1.16   0.246    -.0006249    .0024296
 CityDweller |  -.0133835   .0210299    -0.64   0.525    -.0547078    .0279407
GeoconCe~red |  -.7678471   1.271247    -0.60   0.546    -3.265879    1.730185
      Traded |    .040679   .0646126     0.63   0.529    -.0862862    .1676443
GeoconCe~ded |   .7999103   1.174658     0.68   0.496     -1.50832    3.108141
Election1982 |   -.007411   .0216759    -0.34   0.733    -.0500047    .0351827
Election1986 |   .0856662   .0201772     4.25   0.000     .0460175    .1253148
PartyIdent~r |  -.0612068   .0175418    -3.49   0.001    -.0956769   -.0267366
  Interested |   .0190741   .0207069     0.92   0.357    -.0216154    .0597636
  IncomeCat2 |  -.3397142      .0264   -12.87   0.000    -.3915909   -.2878374
       _cons |   .3006867   .0815085     3.69   0.000     .1405206    .4608529
------------------------------------------------------------------------------

. reg IncomeCat1-IncomeCat2 IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller Geoc
> onCentered Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested
>  IncomeCat3

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   16.44
       Model |  8.51101448    16  .531938405           Prob > F      =  0.0000
    Residual |   15.205618   470  .032352379           R-squared     =  0.3589
-------------+------------------------------           Adj R-squared =  0.3370
       Total |  23.7166324   486  .048799655           Root MSE      =  .17987

------------------------------------------------------------------------------
  IncomeCat1 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat2 |  -.3397142      .0264   -12.87   0.000    -.3915909   -.2878374
  IncomeCat4 |  -.2912736   .0277714   -10.49   0.000    -.3458451   -.2367022
        Male |   .0135487   .0219093     0.62   0.537    -.0295037    .0566011
   Homeowner |  -.0510797    .018327    -2.79   0.006    -.0870927   -.0150667
     Married |  -.0525001     .02206    -2.38   0.018    -.0958485   -.0091516
   Education |  -.0038314   .0040505    -0.95   0.345    -.0117908     .004128
         Age |   .0009024   .0007772     1.16   0.246    -.0006249    .0024296
 CityDweller |  -.0133835   .0210299    -0.64   0.525    -.0547078    .0279407
GeoconCe~red |  -.7678471   1.271247    -0.60   0.546    -3.265879    1.730185
      Traded |    .040679   .0646126     0.63   0.529    -.0862862    .1676443
GeoconCe~ded |   .7999103   1.174658     0.68   0.496     -1.50832    3.108141
Election1982 |   -.007411   .0216759    -0.34   0.733    -.0500047    .0351827
Election1986 |   .0856662   .0201772     4.25   0.000     .0460175    .1253148
PartyIdent~r |  -.0612068   .0175418    -3.49   0.001    -.0956769   -.0267366
  Interested |   .0190741   .0207069     0.92   0.357    -.0216154    .0597636
  IncomeCat3 |  -.3115209   .0258265   -12.06   0.000    -.3622706   -.2607711
       _cons |   .3006867   .0815085     3.69   0.000     .1405206    .4608529
------------------------------------------------------------------------------

. reg IncomeCat1-IncomeCat3 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered 
> Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested IncomeCat4

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   16.44
       Model |  8.51101448    16  .531938405           Prob > F      =  0.0000
    Residual |   15.205618   470  .032352379           R-squared     =  0.3589
-------------+------------------------------           Adj R-squared =  0.3370
       Total |  23.7166324   486  .048799655           Root MSE      =  .17987

------------------------------------------------------------------------------
  IncomeCat1 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
  IncomeCat2 |  -.3397142      .0264   -12.87   0.000    -.3915909   -.2878374
  IncomeCat3 |  -.3115209   .0258265   -12.06   0.000    -.3622706   -.2607711
        Male |   .0135487   .0219093     0.62   0.537    -.0295037    .0566011
   Homeowner |  -.0510797    .018327    -2.79   0.006    -.0870927   -.0150667
     Married |  -.0525001     .02206    -2.38   0.018    -.0958485   -.0091516
   Education |  -.0038314   .0040505    -0.95   0.345    -.0117908     .004128
         Age |   .0009024   .0007772     1.16   0.246    -.0006249    .0024296
 CityDweller |  -.0133835   .0210299    -0.64   0.525    -.0547078    .0279407
GeoconCe~red |  -.7678471   1.271247    -0.60   0.546    -3.265879    1.730185
      Traded |    .040679   .0646126     0.63   0.529    -.0862862    .1676443
GeoconCe~ded |   .7999103   1.174658     0.68   0.496     -1.50832    3.108141
Election1982 |   -.007411   .0216759    -0.34   0.733    -.0500047    .0351827
Election1986 |   .0856662   .0201772     4.25   0.000     .0460175    .1253148
PartyIdent~r |  -.0612068   .0175418    -3.49   0.001    -.0956769   -.0267366
  Interested |   .0190741   .0207069     0.92   0.357    -.0216154    .0597636
  IncomeCat4 |  -.2912736   .0277714   -10.49   0.000    -.3458451   -.2367022
       _cons |   .3006867   .0815085     3.69   0.000     .1405206    .4608529
------------------------------------------------------------------------------

. reg Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCentered
> Traded Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    5.54
       Model |  12.7101109    16  .794381933           Prob > F      =  0.0000
    Residual |  67.3432772   470  .143283568           R-squared     =  0.1588
-------------+------------------------------           Adj R-squared =  0.1301
       Total |  80.0533881   486  .164718906           Root MSE      =  .37853

------------------------------------------------------------------------------
        Male |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
   Homeowner |  -.1263051   .0384473    -3.29   0.001    -.2018551   -.0507552
     Married |   .1450839   .0462218     3.14   0.002      .054257    .2359109
   Education |   .0004818   .0085324     0.06   0.955    -.0162845    .0172481
         Age |   .0048218   .0016228     2.97   0.003     .0016329    .0080107
 CityDweller |   .0464454   .0442242     1.05   0.294    -.0404562     .133347
GeoconCe~red |  -3.437653   2.671653    -1.29   0.199    -8.687516     1.81221
      Traded |   .2982929   .1353357     2.20   0.028      .032355    .5642307
GeoconCe~ded |   4.044897   2.466217     1.64   0.102    -.8012787    8.891073
Election1982 |   .0605872   .0455366     1.33   0.184    -.0288933    .1500677
Election1986 |  -.1203518   .0429115    -2.80   0.005    -.2046739   -.0360296
PartyIdent~r |   .0416135   .0373422     1.11   0.266     -.031765    .1149919
  Interested |   .0488707   .0435583     1.12   0.262    -.0367224    .1344637
  IncomeCat1 |   .0600049    .097033     0.62   0.537    -.1306673    .2506772
  IncomeCat2 |   .0473753   .0645712     0.73   0.464    -.0795086    .1742593
  IncomeCat3 |   .1518349    .061802     2.46   0.014     .0303924    .2732774
  IncomeCat4 |   .0507181   .0648824     0.78   0.435    -.0767775    .1782136
       _cons |   .2010594   .1737514     1.16   0.248    -.1403664    .5424852
------------------------------------------------------------------------------

. reg Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded
>  Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    8.13
       Model |  26.2137377    16  1.63835861           Prob > F      =  0.0000
    Residual |  94.7554615   470  .201607365           R-squared     =  0.2167
-------------+------------------------------           Adj R-squared =  0.1900
       Total |  120.969199   486  .248907817           Root MSE      =  .44901

------------------------------------------------------------------------------
   Homeowner |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
     Married |   .1263128   .0550924     2.29   0.022     .0180549    .2345706
   Education |   .0202275    .010078     2.01   0.045      .000424    .0400309
         Age |   .0050285   .0019291     2.61   0.009     .0012378    .0088192
 CityDweller |  -.1614299   .0519894    -3.11   0.002    -.2635902   -.0592695
GeoconCe~red |  -.0541004    3.17467    -0.02   0.986    -6.292403    6.184202
      Traded |  -.0521401   .1613437    -0.32   0.747    -.3691843    .2649041
GeoconCe~ded |  -1.408357   2.933047    -0.48   0.631    -7.171866    4.355152
Election1982 |  -.0273078   .0541021    -0.50   0.614    -.1336197    .0790042
Election1986 |   .0794131   .0511946     1.55   0.122    -.0211855    .1800117
PartyIdent~r |   .0720866   .0442287     1.63   0.104     -.014824    .1589971
  Interested |   .0518509   .0516823     1.00   0.316     -.049706    .1534079
  IncomeCat1 |  -.3183087   .1142067    -2.79   0.006    -.5427276   -.0938898
  IncomeCat2 |  -.3239306    .075167    -4.31   0.000    -.4716355   -.1762257
  IncomeCat3 |  -.1057467   .0736169    -1.44   0.152    -.2504057    .0389122
  IncomeCat4 |   .0204559   .0770072     0.27   0.791    -.1308651     .171777
        Male |  -.1777178   .0540974    -3.29   0.001    -.2840205   -.0714152
       _cons |    .360516    .205725     1.75   0.080    -.0437385    .7647705
------------------------------------------------------------------------------

. reg Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded Election19
> 82  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeowner  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    9.19
       Model |  20.5532375    16  1.28457734           Prob > F      =  0.0000
    Residual |  65.6890623   470  .139763962           R-squared     =  0.2383
-------------+------------------------------           Adj R-squared =  0.2124
       Total |  86.2422998   486  .177453292           Root MSE      =  .37385

------------------------------------------------------------------------------
     Married |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
   Education |  -.0190239   .0083811    -2.27   0.024     -.035493   -.0025547
         Age |     .00629   .0015915     3.95   0.000     .0031626    .0094174
 CityDweller |   -.164476   .0430657    -3.82   0.000    -.2491012   -.0798508
GeoconCe~red |  -5.616764   2.630552    -2.14   0.033    -10.78586   -.4476662
      Traded |   .3736989   .1332418     2.80   0.005     .1118756    .6355222
GeoconCe~ded |   6.630914   2.423474     2.74   0.006     1.868729     11.3931
Election1982 |  -.1106933   .0447682    -2.47   0.014    -.1986639   -.0227226
Election1986 |  -.1260905   .0423367    -2.98   0.003    -.2092832   -.0428978
PartyIdent~r |   .0094945   .0369268     0.26   0.797    -.0630677    .0820566
  Interested |    .081708   .0429123     1.90   0.058    -.0026158    .1660317
  IncomeCat1 |  -.2268031   .0953003    -2.38   0.018    -.4140705   -.0395356
  IncomeCat2 |  -.0110158   .0638077    -0.17   0.863    -.1363994    .1143678
  IncomeCat3 |   .0767826   .0613268     1.25   0.211     -.043726    .1972912
  IncomeCat4 |   .1056872   .0639366     1.65   0.099    -.0199498    .2313243
        Male |   .1415201   .0450864     3.14   0.002     .0529243     .230116
   Homeowner |   .0875661   .0381927     2.29   0.022     .0125165    .1626157
       _cons |    .154199   .1717012     0.90   0.370     -.183198     .491596
------------------------------------------------------------------------------

. reg Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded Election1982  Elect
> ion1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeowner  Married  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =   17.02
       Model |  1140.47787    16  71.2798668           Prob > F      =  0.0000
    Residual |  1968.12993   470   4.1875105           R-squared     =  0.3669
-------------+------------------------------           Adj R-squared =  0.3453
       Total |   3108.6078   486  6.39631235           Root MSE      =  2.0463

------------------------------------------------------------------------------
   Education |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
         Age |  -.0166392   .0088217    -1.89   0.060    -.0339741    .0006958
 CityDweller |   .6485761   .2374815     2.73   0.007     .1819193    1.115233
GeoconCe~red |    40.0224   14.35024     2.79   0.006     11.82384    68.22097
      Traded |   -2.47417    .726493    -3.41   0.001    -3.901747   -1.046594
GeoconCe~ded |   -37.7106   13.25695    -2.84   0.005    -63.76083   -11.66037
Election1982 |    .055366   .2466229     0.22   0.822    -.4292539    .5399859
Election1986 |   1.248227   .2267181     5.51   0.000     .8027206    1.693733
PartyIdent~r |   .0020713   .2021404     0.01   0.992    -.3951394     .399282
  Interested |   1.587835   .2241296     7.08   0.000     1.147415    2.028255
  IncomeCat1 |  -.4959111   .5242796    -0.95   0.345    -1.526133    .5343109
  IncomeCat2 |  -.7526664   .3475448    -2.17   0.031      -1.4356   -.0697324
  IncomeCat3 |   .2749239    .336004     0.82   0.414     -.385332    .9351798
  IncomeCat4 |   1.560117   .3435287     4.54   0.000     .8850752     2.23516
        Male |   .0140803   .2493615     0.06   0.955     -.475921    .5040816
   Homeowner |   .4201376   .2093257     2.01   0.045     .0088075    .8314676
     Married |  -.5699807     .25111    -2.27   0.024    -1.063418   -.0765436
       _cons |   6.183701   .8963571     6.90   0.000     4.422338    7.945065
------------------------------------------------------------------------------

. reg Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded Election1982  Election1986  Pa
> rtyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeowner  Married  Education  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    3.53
       Model |  6412.74678    16  400.796674           Prob > F      =  0.0000
    Residual |  53403.9103   470  113.625341           R-squared     =  0.1072
-------------+------------------------------           Adj R-squared =  0.0768
       Total |  59816.6571   486  123.079541           Root MSE      =   10.66

------------------------------------------------------------------------------
         Age |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
 CityDweller |   1.930643   1.243649     1.55   0.121    -.5131575    4.374443
GeoconCe~red |  -10.68774   75.36571    -0.14   0.887    -158.7832    137.4077
      Traded |   .0383708   3.830757     0.01   0.992    -7.489159      7.5659
GeoconCe~ded |    21.5048   69.64115     0.31   0.758    -115.3417    158.3513
Election1982 |   1.847231   1.281914     1.44   0.150    -.6717616    4.366224
Election1986 |   1.442487   1.216659     1.19   0.236    -.9482772    3.833251
PartyIdent~r |   .2739792   1.052886     0.26   0.795    -1.794968    2.342926
  Interested |   .4589378   1.228079     0.37   0.709    -1.954266    2.872142
  IncomeCat1 |    3.16929   2.729692     1.16   0.246     -2.19462    8.533201
  IncomeCat2 |  -1.342844   1.818339    -0.74   0.461    -4.915924    2.230236
  IncomeCat3 |   .0439237   1.751511     0.03   0.980    -3.397837    3.485685
  IncomeCat4 |   1.266979    1.82737     0.69   0.488    -2.323848    4.857805
        Male |    3.82373   1.286914     2.97   0.003     1.294913    6.352547
   Homeowner |   2.834042   1.087223     2.61   0.009     .6976229    4.970462
     Married |   5.113643   1.293873     3.95   0.000     2.571151    7.656135
   Education |  -.4514925   .2393719    -1.89   0.060    -.9218641    .0188792
       _cons |   29.53167   4.706726     6.27   0.000     20.28284     38.7805
------------------------------------------------------------------------------

. reg CityDweller GeoconCentered Traded  GeoconCenteredTraded Election1982  Election1986  PartyId
> entifier  Interested IncomeCat1-IncomeCat4 Male  Homeowner  Married  Education  Age  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    3.50
       Model |  8.70047102    16  .543779439           Prob > F      =  0.0000
    Residual |  73.0900834   470  .155510816           R-squared     =  0.1064
-------------+------------------------------           Adj R-squared =  0.0760
       Total |  81.7905544   486  .168293322           Root MSE      =  .39435

------------------------------------------------------------------------------
 CityDweller |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
GeoconCe~red |   2.845097   2.785122     1.02   0.308    -2.627734    8.317928
      Traded |  -.1498763     .14155    -1.06   0.290    -.4280255    .1282729
GeoconCe~ded |  -2.539622   2.573969    -0.99   0.324    -7.597533     2.51829
Election1982 |  -.0081234   .0475276    -0.17   0.864    -.1015162    .0852694
Election1986 |    .065808   .0449752     1.46   0.144    -.0225693    .1541854
PartyIdent~r |   .0050154   .0389536     0.13   0.898    -.0715294    .0815602
  Interested |  -.0152312   .0454341    -0.34   0.738    -.1045102    .0740478
  IncomeCat1 |  -.0643318    .101086    -0.64   0.525    -.2629683    .1343048
  IncomeCat2 |  -.0129121   .0673058    -0.19   0.848    -.1451696    .1193453
  IncomeCat3 |  -.0770272   .0646997    -1.19   0.234    -.2041636    .0501092
  IncomeCat4 |  -.0232782   .0676295    -0.34   0.731    -.1561718    .1096155
        Male |   .0504089   .0479981     1.05   0.294    -.0439086    .1447263
   Homeowner |  -.1245197   .0401023    -3.11   0.002    -.2033216   -.0457178
     Married |  -.1830071   .0479178    -3.82   0.000    -.2771668   -.0888474
   Education |   .0240861   .0088193     2.73   0.007     .0067559    .0414162
         Age |   .0026423   .0017021     1.55   0.121    -.0007023     .005987
       _cons |   .3521465   .1805418     1.95   0.052    -.0026224    .7069154
------------------------------------------------------------------------------

. reg GeoconCentered Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  In
> terested IncomeCat1-IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller 

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =  420.04
       Model |  .286039023    16  .017877439           Prob > F      =  0.0000
    Residual |   .02000364   470  .000042561           R-squared     =  0.9346
-------------+------------------------------           Adj R-squared =  0.9324
       Total |  .306042664   486  .000629717           Root MSE      =  .00652

------------------------------------------------------------------------------
GeoconCe~red |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
      Traded |   .0482893   .0007317    66.00   0.000     .0468515     .049727
GeoconCe~ded |    .892316   .0110861    80.49   0.000     .8705314    .9141005
Election1982 |  -.0003226   .0007862    -0.41   0.682    -.0018675    .0012222
Election1986 |   -.000474   .0007454    -0.64   0.525    -.0019387    .0009908
PartyIdent~r |  -.0003065   .0006443    -0.48   0.635    -.0015725    .0009596
  Interested |   .0000605   .0007517     0.08   0.936    -.0014167    .0015376
  IncomeCat1 |  -.0010101   .0016724    -0.60   0.546    -.0042964    .0022761
  IncomeCat2 |  -.0006084   .0011132    -0.55   0.585    -.0027958     .001579
  IncomeCat3 |   .0011047   .0010708     1.03   0.303    -.0009994    .0032087
  IncomeCat4 |   .0005555   .0011187     0.50   0.620    -.0016427    .0027537
        Male |  -.0010211   .0007936    -1.29   0.199    -.0025805    .0005383
   Homeowner |  -.0000114   .0006702    -0.02   0.986    -.0013284    .0013055
     Married |  -.0017104   .0008011    -2.14   0.033    -.0032845   -.0001363
   Education |   .0004068   .0001459     2.79   0.006     .0001202    .0006934
         Age |  -4.00e-06   .0000282    -0.14   0.887    -.0000595    .0000515
 CityDweller |   .0007787   .0007622     1.02   0.308    -.0007192    .0022765
       _cons |  -.0529501     .00174   -30.43   0.000    -.0563693   -.0495308
------------------------------------------------------------------------------

. reg Traded  GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested Income
> Cat1-IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered 

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) = 1026.14
       Model |  270.478687    16  16.9049179           Prob > F      =  0.0000
    Residual |  7.74294101   470  .016474343           R-squared     =  0.9722
-------------+------------------------------           Adj R-squared =  0.9712
       Total |  278.221628   486  .572472485           Root MSE      =  .12835

------------------------------------------------------------------------------
      Traded |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
GeoconCe~ded |  -17.89883   .1472591  -121.55   0.000     -18.1882   -17.60947
Election1982 |    .005838   .0154674     0.38   0.706    -.0245558    .0362318
Election1986 |    .021924   .0146369     1.50   0.135    -.0068379    .0506859
PartyIdent~r |   .0088823   .0126722     0.70   0.484    -.0160189    .0337835
  Interested |  -.0058864   .0147871    -0.40   0.691    -.0349435    .0231707
  IncomeCat1 |   .0207144   .0329017     0.63   0.529    -.0439383    .0853671
  IncomeCat2 |   .0015405   .0219074     0.07   0.944    -.0415081    .0445891
  IncomeCat3 |  -.0235433   .0210622    -1.12   0.264     -.064931    .0178443
  IncomeCat4 |  -.0144211   .0220048    -0.66   0.513     -.057661    .0288188
        Male |   .0342969   .0155605     2.20   0.028     .0037201    .0648737
   Homeowner |  -.0042606   .0131842    -0.32   0.747    -.0301679    .0216466
     Married |   .0440489   .0157056     2.80   0.005     .0131871    .0749107
   Education |  -.0097338   .0028581    -3.41   0.001    -.0153501   -.0041175
         Age |   5.56e-06   .0005554     0.01   0.992    -.0010858     .001097
 CityDweller |  -.0158774   .0149954    -1.06   0.290    -.0453437    .0135888
GeoconCe~red |   18.69164   .2832151    66.00   0.000     18.13512    19.24817
       _cons |   1.019701   .0356186    28.63   0.000     .9497097    1.089692
------------------------------------------------------------------------------

. reg GeoconCenteredTraded Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-Inc
> omeCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) = 1437.56
       Model |   1.1463128    16   .07164455           Prob > F      =  0.0000
    Residual |  .023423685   470  .000049838           R-squared     =  0.9800
-------------+------------------------------           Adj R-squared =  0.9793
       Total |  1.16973649   486  .002406865           Root MSE      =  .00706

------------------------------------------------------------------------------
GeoconCe~ded |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
Election1982 |   .0003584   .0008507     0.42   0.674    -.0013132      .00203
Election1986 |    .000685   .0008064     0.85   0.396    -.0008995    .0022695
PartyIdent~r |   .0007181   .0006966     1.03   0.303    -.0006507    .0020869
  Interested |  -.0002364   .0008134    -0.29   0.772    -.0018347     .001362
  IncomeCat1 |   .0012322   .0018095     0.68   0.496    -.0023235     .004788
  IncomeCat2 |    .000579   .0012047     0.48   0.631    -.0017881    .0029462
  IncomeCat3 |  -.0011659   .0011587    -1.01   0.315    -.0034429     .001111
  IncomeCat4 |  -.0006056   .0012105    -0.50   0.617    -.0029844    .0017731
        Male |   .0014069   .0008578     1.64   0.102    -.0002787    .0030925
   Homeowner |  -.0003481   .0007251    -0.48   0.631    -.0017729    .0010766
     Married |   .0023645   .0008642     2.74   0.006     .0006664    .0040626
   Education |  -.0004488   .0001578    -2.84   0.005    -.0007588   -.0001388
         Age |   9.43e-06   .0000305     0.31   0.758    -.0000506    .0000695
 CityDweller |  -.0008139   .0008249    -0.99   0.324    -.0024348    .0008071
GeoconCe~red |   1.044876   .0129816    80.49   0.000     1.019367    1.070385
      Traded |   -.054147   .0004455  -121.55   0.000    -.0550223   -.0532716
       _cons |   .0549744    .002025    27.15   0.000     .0509953    .0589534
------------------------------------------------------------------------------

. reg Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4 Male  Homeown
> er  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTraded 

      Source |       SS       df       MS              Number of obs =     487
-------------+------------------------------           F( 16,   470) =    6.73
       Model |  15.7634177    16  .985213608           Prob > F      =  0.0000
    Residual |  68.8402784   470  .146468677           R-squared     =  0.1863
-------------+------------------------------           Adj R-squared =  0.1586
       Total |  84.6036961   486  .174081679           Root MSE      =  .38271

------------------------------------------------------------------------------
Election1982 |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
Election1986 |  -.3508916   .0406432    -8.63   0.000    -.4307564   -.2710268
PartyIdent~r |   .0086227   .0378028     0.23   0.820    -.0656606    .0829061
  Interested |  -.0576163   .0440185    -1.31   0.191    -.1441138    .0288811
  IncomeCat1 |  -.0335518   .0981333    -0.34   0.733     -.226386    .1592825
  IncomeCat2 |   -.049037   .0652831    -0.75   0.453    -.1773199    .0792459
  IncomeCat3 |  -.0625239    .062819    -1.00   0.320    -.1859647    .0609168
  IncomeCat4 |  -.0775958   .0655446    -1.18   0.237    -.2063925    .0512009
        Male |    .061934   .0465488     1.33   0.184    -.0295356    .1534036
   Homeowner |  -.0198392   .0393054    -0.50   0.614    -.0970754    .0573969
     Married |  -.1160034   .0469158    -2.47   0.014    -.2081942   -.0238127
   Education |   .0019366   .0086263     0.22   0.822    -.0150142    .0188874
         Age |   .0023812   .0016525     1.44   0.150    -.0008659    .0056283
 CityDweller |  -.0076511   .0447641    -0.17   0.864    -.0956136    .0803114
GeoconCe~red |  -1.110355   2.705453    -0.41   0.682    -6.426636    4.205926
      Traded |   .0519038   .1375161     0.38   0.706    -.2183187    .3221263
GeoconCe~ded |   1.053312   2.500131     0.42   0.674    -3.859506     5.96613
       _cons |    .343262   .1752081     1.96   0.051    -.0010262    .6875502
------------------------------------------------------------------------------

. * substantive effects *
. estsimp probit Turnout Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-Incom
> eCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenter
> edTraded, robust sims(100000)

Iteration 0:   log pseudo-likelihood = -152.29833
Iteration 1:   log pseudo-likelihood = -124.31635
Iteration 2:   log pseudo-likelihood = -122.43283
Iteration 3:   log pseudo-likelihood = -122.37815
Iteration 4:   log pseudo-likelihood = -122.37807

Probit estimates                                  Number of obs   =        487
                                                  Wald chi2(17)   =      66.05
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -122.37807                Pseudo R2       =     0.1965

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
Election1982 |  -.2425168   .2252341    -1.08   0.282    -.6839674    .1989339
Election1986 |  -.4140154   .2267404    -1.83   0.068    -.8584183    .0303876
PartyIdent~r |   .7229665    .229303     3.15   0.002     .2735409    1.172392
  Interested |   .8174224   .1895394     4.31   0.000     .4459321    1.188913
  IncomeCat1 |   .3604625     .46088     0.78   0.434    -.5428457    1.263771
  IncomeCat2 |  -.1047388   .2916666    -0.36   0.720    -.6763949    .4669173
  IncomeCat3 |   .3023401   .3143241     0.96   0.336    -.3137238    .9184041
  IncomeCat4 |   .1169975    .302495     0.39   0.699    -.4758818    .7098767
        Male |  -.3373235   .2351343    -1.43   0.151    -.7981782    .1235312
   Homeowner |  -.3058259   .1933043    -1.58   0.114    -.6846954    .0730436
     Married |  -.3024675   .2494726    -1.21   0.225    -.7914247    .1864898
   Education |   .0771229    .044536     1.73   0.083     -.010166    .1644117
         Age |   .0230993   .0094671     2.44   0.015     .0045441    .0416546
 CityDweller |  -.3272375   .2120119    -1.54   0.123    -.7427733    .0882983
GeoconCe~red |  -20.15332     10.559    -1.91   0.056    -40.84857    .5419379
      Traded |   1.093136    .526851     2.07   0.038     .0605274    2.125745
GeoconCe~ded |   19.09898   9.426813     2.03   0.043     .6227705     37.5752
       _cons |  -.8141806   .7293372    -1.12   0.264    -2.243655    .6152941
------------------------------------------------------------------------------

Simulating main parameters.  Please wait....

Note: Clarify is expanding your dataset from 487 observations to 100000
observations in order to accommodate the simulations.  This will append
missing values to the bottom of your original dataset.

% of simulations completed: 5% 11% 16% 22% 27% 33% 38% 44% 50% 55% 61% 66% 72% 77% 83% 88% 94% 10
> 0% 

Number of simulations  : 100000
Names of new variables : b1 b2 b3 b4 b5 b6 b7 b8 b9 b10 b11 b12 b13 b14 b15 b16 b17 b18

. tab industry if indusnam=="Chemical products"

   industry |      Freq.     Percent        Cum.
------------+-----------------------------------
         17 |         36      100.00      100.00
------------+-----------------------------------
      Total |         36      100.00

. su Traded if industry==17

    Variable |       Obs        Mean    Std. Dev.       Min        Max
-------------+--------------------------------------------------------
      Traded |        36    1.316052    .1164282   1.200925   1.458265

. su GeoconCentered

    Variable |       Obs        Mean    Std. Dev.       Min        Max
-------------+--------------------------------------------------------
GeoconCe~red |       487   -.0493122    .0250942  -.1492772   .0415268

. setx mean

. setx Traded 1.316052 GeoconCentered -.1492772 GeoconCenteredTraded (-.1492772*1.316052)

. simqi

      Quantity of Interest |     Mean       Std. Err.    [95% Conf. Interval]
---------------------------+--------------------------------------------------
             Pr(Turnout=0) |   .1342143     .0732748     .0319877    .3114199
             Pr(Turnout=1) |   .8657857     .0732748     .6885801    .9680123

. setx Traded 1.316052 GeoconCentered .0415268 GeoconCenteredTraded (.0415268*1.316052)

. simqi

      Quantity of Interest |     Mean       Std. Err.    [95% Conf. Interval]
---------------------------+--------------------------------------------------
             Pr(Turnout=0) |   .0232667     .0211377     .0023324    .0800947
             Pr(Turnout=1) |   .9767333     .0211377     .9199053    .9976676

. setx Traded 1.316052 GeoconCentered -.1492772 GeoconCenteredTraded (-.1492772*1.316052) Interes
> ted 0 PartyIdentifier 0

. simqi

      Quantity of Interest |     Mean       Std. Err.    [95% Conf. Interval]
---------------------------+--------------------------------------------------
             Pr(Turnout=0) |   .3914292     .1340219     .1534109    .6662388
             Pr(Turnout=1) |   .6085708     .1340219     .3337612    .8465891

. setx Traded 1.316052 GeoconCentered .0415268 GeoconCenteredTraded (.0415268*1.316052) Intereste
> d 0 PartyIndentifier 0
variable PartyIndentifier not found
r(111);

. setx Traded 1.316052 GeoconCentered .0415268 GeoconCenteredTraded (.0415268*1.316052) Intereste
> d 0 PartyIdentifier 0

. simqi

      Quantity of Interest |     Mean       Std. Err.    [95% Conf. Interval]
---------------------------+--------------------------------------------------
             Pr(Turnout=0) |   .1231631     .0758794     .0234515    .3119662
             Pr(Turnout=1) |   .8768369     .0758794     .6880338    .9765485

. test  IncomeCat1= IncomeCat2= IncomeCat3= IncomeCat4

 ( 1)  IncomeCat1 - IncomeCat2 = 0
 ( 2)  IncomeCat1 - IncomeCat3 = 0
 ( 3)  IncomeCat1 - IncomeCat4 = 0

           chi2(  3) =    3.19
         Prob > chi2 =    0.3638

-------------------------------------------------------------------------------------------------
       log:  C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.log
  log type:  text
 opened on:   9 Sep 2004, 16:47:33

. cmdlog using Busch-Reinhardt-BJPS.do, append
(cmdlog C:\eresearch\current\geoconIII\publish\Busch-Reinhardt-BJPS.do opened)

. * Model IV *
. probit Turnout  UnionMember PublicSector OccupationManager OccupationWhiteCollar OccupationSkil
> led OccupationUnskilled Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-Inco
> meCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCente
> redTraded, robust

Iteration 0:   log pseudo-likelihood = -149.85317
Iteration 1:   log pseudo-likelihood = -119.24131
Iteration 2:   log pseudo-likelihood = -117.06018
Iteration 3:   log pseudo-likelihood = -116.98328
Iteration 4:   log pseudo-likelihood = -116.98311

Probit estimates                                  Number of obs   =        463
                                                  Wald chi2(23)   =      84.56
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -116.98311                Pseudo R2       =     0.2193

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
 UnionMember |   .1463875   .2037801     0.72   0.473    -.2530141    .5457892
PublicSector |  -.1596945   .3105503    -0.51   0.607     -.768362    .4489729
Occupatio~er |  -.3955284   .6445842    -0.61   0.539     -1.65889    .8678335
Occupatio~ar |   .2422707   .3475134     0.70   0.486     -.438843    .9233844
Occu~Skilled |  -.4008245   .3898945    -1.03   0.304    -1.165004    .3633547
Occu~skilled |   .0189232    .444968     0.04   0.966    -.8531979    .8910444
Election1982 |  -.2349842   .2313579    -1.02   0.310    -.6884375     .218469
Election1986 |  -.4058132   .2504559    -1.62   0.105    -.8966977    .0850714
PartyIdent~r |   .7093533   .2292544     3.09   0.002      .260023    1.158684
  Interested |   .7973453    .194665     4.10   0.000      .415809    1.178882
  IncomeCat1 |   .4319661   .4934394     0.88   0.381    -.5351574     1.39909
  IncomeCat2 |  -.1463492   .3095167    -0.47   0.636    -.7529908    .4602924
  IncomeCat3 |   .3262744   .3148729     1.04   0.300    -.2908653     .943414
  IncomeCat4 |   .0340647   .3080535     0.11   0.912    -.5697091    .6378385
        Male |   -.204916   .2461364    -0.83   0.405    -.6873345    .2775025
   Homeowner |  -.3240302   .1959649    -1.65   0.098    -.7081143    .0600539
     Married |  -.2964918   .2585327    -1.15   0.251    -.8032066     .210223
   Education |   .0399511   .0474177     0.84   0.399     -.052986    .1328881
         Age |   .0193843   .0098873     1.96   0.050     5.62e-06    .0387631
 CityDweller |  -.3233237   .2252004    -1.44   0.151    -.7647084    .1180611
GeoconCe~red |  -25.48813   11.68399    -2.18   0.029    -48.38833   -2.587924
      Traded |   1.376266   .5933214     2.32   0.020     .2133772    2.539154
GeoconCe~ded |   25.02487   10.57369     2.37   0.018     4.300818    45.74892
       _cons |  -.8075435   .9118754    -0.89   0.376    -2.594787    .9796995
------------------------------------------------------------------------------

. testparm UnionMember PublicSector OccupationManager OccupationWhiteCollar OccupationSkilled Occ
> upationUnskilled

 ( 1)  UnionMember = 0
 ( 2)  PublicSector = 0
 ( 3)  OccupationManager = 0
 ( 4)  OccupationWhiteCollar = 0
 ( 5)  OccupationSkilled = 0
 ( 6)  OccupationUnskilled = 0

           chi2(  6) =    8.91
         Prob > chi2 =    0.1788

. * Robustness Tests *
. * R&D *
. probit Turnout RD Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeCat4
>  Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCenteredTra
> ded, robust

Iteration 0:   log pseudo-likelihood = -152.29833
Iteration 1:   log pseudo-likelihood = -124.27766
Iteration 2:   log pseudo-likelihood = -122.38665
Iteration 3:   log pseudo-likelihood =  -122.3319
Iteration 4:   log pseudo-likelihood = -122.33182

Probit estimates                                  Number of obs   =        487
                                                  Wald chi2(18)   =      68.10
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -122.33182                Pseudo R2       =     0.1968

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
          RD |   .0058649   .0172065     0.34   0.733    -.0278591     .039589
Election1982 |  -.2476239    .227604    -1.09   0.277    -.6937197    .1984718
Election1986 |  -.4199002   .2305928    -1.82   0.069    -.8718538    .0320535
PartyIdent~r |   .7185409   .2283043     3.15   0.002     .2710728    1.166009
  Interested |   .8161098   .1893443     4.31   0.000     .4450019    1.187218
  IncomeCat1 |   .3666905   .4606325     0.80   0.426    -.5361325    1.269514
  IncomeCat2 |  -.1143633   .2936221    -0.39   0.697    -.6898521    .4611255
  IncomeCat3 |   .2952505   .3149104     0.94   0.348    -.3219626    .9124635
  IncomeCat4 |   .1114388   .3043043     0.37   0.714    -.4849867    .7078644
        Male |  -.3406798   .2354268    -1.45   0.148     -.802108    .1207483
   Homeowner |  -.3044534   .1938005    -1.57   0.116    -.6842954    .0753887
     Married |  -.3078957   .2512105    -1.23   0.220    -.8002592    .1844679
   Education |   .0768935   .0445785     1.72   0.085    -.0104787    .1642657
         Age |   .0231104   .0094694     2.44   0.015     .0045508      .04167
 CityDweller |  -.3296961    .211435    -1.56   0.119    -.7441011    .0847089
GeoconCe~red |  -20.12126   10.43025    -1.93   0.054    -40.56417    .3216435
      Traded |   1.087541   .5215568     2.09   0.037     .0653082    2.109773
GeoconCe~ded |   18.99053   9.331492     2.04   0.042     .7011403    37.27992
       _cons |  -.8191902   .7261428    -1.13   0.259    -2.242404    .6040236
------------------------------------------------------------------------------

. probit Turnout RD UnionMember PublicSector OccupationManager OccupationWhiteCollar OccupationSk
> illed OccupationUnskilled Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-In
> comeCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCen
> teredTraded, robust

Iteration 0:   log pseudo-likelihood = -149.85317
Iteration 1:   log pseudo-likelihood = -119.08612
Iteration 2:   log pseudo-likelihood = -116.87721
Iteration 3:   log pseudo-likelihood = -116.79796
Iteration 4:   log pseudo-likelihood = -116.79779

Probit estimates                                  Number of obs   =        463
                                                  Wald chi2(24)   =      85.22
                                                  Prob > chi2     =     0.0000
Log pseudo-likelihood = -116.79779                Pseudo R2       =     0.2206

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
          RD |    .012771   .0191191     0.67   0.504    -.0247018    .0502438
 UnionMember |   .1438842   .2030364     0.71   0.479    -.2540597    .5418282
PublicSector |  -.1186984   .3231325    -0.37   0.713    -.7520264    .5146296
Occupatio~er |  -.3834395    .653912    -0.59   0.558    -1.665084    .8982045
Occupatio~ar |   .2335395   .3471007     0.67   0.501    -.4467654    .9138445
Occu~Skilled |  -.4269395   .3836501    -1.11   0.266     -1.17888     .325001
Occu~skilled |   .0090876   .4435033     0.02   0.984     -.860163    .8783382
Election1982 |  -.2447845   .2335936    -1.05   0.295    -.7026196    .2130506
Election1986 |  -.4230202   .2565105    -1.65   0.099    -.9257715    .0797311
PartyIdent~r |   .7018922    .229208     3.06   0.002     .2526528    1.151132
  Interested |   .7924572   .1951826     4.06   0.000     .4099063    1.175008
  IncomeCat1 |   .4483813   .4913969     0.91   0.362     -.514739    1.411502
  IncomeCat2 |  -.1619703   .3119668    -0.52   0.604     -.773414    .4494734
  IncomeCat3 |   .3163103   .3172964     1.00   0.319    -.3055793    .9381998
  IncomeCat4 |   .0252542   .3100033     0.08   0.935     -.582341    .6328495
        Male |  -.2034332   .2476193    -0.82   0.411     -.688758    .2818916
   Homeowner |  -.3226081   .1964581    -1.64   0.101    -.7076588    .0624426
     Married |  -.3027876   .2598422    -1.17   0.244     -.812069    .2064939
   Education |   .0371974   .0475963     0.78   0.434    -.0560897    .1304845
         Age |   .0190948   .0098754     1.93   0.053    -.0002607    .0384503
 CityDweller |  -.3280353   .2232459    -1.47   0.142    -.7655893    .1095186
GeoconCe~red |  -25.28821   11.36361    -2.23   0.026    -47.56048   -3.015932
      Traded |   1.360401   .5801597     2.34   0.019     .2233094    2.497493
GeoconCe~ded |   24.69196   10.33921     2.39   0.017     4.427486    44.95644
       _cons |  -.7927983   .8991235    -0.88   0.378    -2.555048    .9694513
------------------------------------------------------------------------------

. * Industrial Concentration *
. gen firms=log(firmstp)
(99829 missing values generated)

. probit Turnout firms Election1982  Election1986  PartyIdentifier  Interested IncomeCat1-IncomeC
> at4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  GeoconCentered
> Traded, robust

note: Election1982 dropped due to collinearity
note: Election1986 dropped due to collinearity
Iteration 0:   log pseudo-likelihood = -57.540775
Iteration 1:   log pseudo-likelihood =  -45.82029
Iteration 2:   log pseudo-likelihood = -44.358271
Iteration 3:   log pseudo-likelihood = -44.212406
Iteration 4:   log pseudo-likelihood = -44.210296
Iteration 5:   log pseudo-likelihood = -44.210295

Probit estimates                                  Number of obs   =        171
                                                  Wald chi2(16)   =      29.57
                                                  Prob > chi2     =     0.0204
Log pseudo-likelihood = -44.210295                Pseudo R2       =     0.2317

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       firms |   .0380136   .1868855     0.20   0.839    -.3282752    .4043024
PartyIdent~r |   1.215229    .408766     2.97   0.003      .414062    2.016395
  Interested |   .6320437    .308454     2.05   0.040     .0274849    1.236603
  IncomeCat1 |  -.3469821   .6606759    -0.53   0.599    -1.641883    .9479189
  IncomeCat2 |  -.4889679   .5827993    -0.84   0.401    -1.631234    .6532977
  IncomeCat3 |   .0194582   .5601539     0.03   0.972    -1.078423     1.11734
  IncomeCat4 |  -.6842693   .6097879    -1.12   0.262    -1.879432    .5108929
        Male |  -.3676534   .3259807    -1.13   0.259    -1.006564    .2712571
   Homeowner |  -.5211964   .3649309    -1.43   0.153    -1.236448     .194055
     Married |  -.2431334   .3603989    -0.67   0.500    -.9495023    .4632355
   Education |   .0777639   .0727303     1.07   0.285    -.0647848    .2203127
         Age |   .0167221   .0164403     1.02   0.309    -.0155004    .0489445
 CityDweller |   .1398075   .3627516     0.39   0.700    -.5711725    .8507876
GeoconCe~red |  -126.6939   62.72096    -2.02   0.043    -249.6247   -3.763095
      Traded |   4.687164    2.30648     2.03   0.042     .1665465    9.207782
GeoconCe~ded |    88.9835   44.14465     2.02   0.044     2.461574    175.5054
       _cons |  -6.052243   3.323108    -1.82   0.069    -12.56542    .4609287
------------------------------------------------------------------------------

. 
. 
. probit Turnout firms UnionMember PublicSector OccupationManager OccupationWhiteCollar Occupatio
> nSkilled OccupationUnskilled Election1982  Election1986  PartyIdentifier  Interested IncomeCat1
> -IncomeCat4 Male  Homeowner  Married  Education  Age  CityDweller GeoconCentered Traded  Geocon
> CenteredTraded, robust

note: OccupationManager != 0 predicts success perfectly
      OccupationManager dropped and 1 obs not used

note: Election1982 dropped due to collinearity
note: Election1986 dropped due to collinearity
Iteration 0:   log pseudo-likelihood = -56.273677
Iteration 1:   log pseudo-likelihood = -43.530356
Iteration 2:   log pseudo-likelihood = -41.301341
Iteration 3:   log pseudo-likelihood = -40.832086
Iteration 4:   log pseudo-likelihood = -40.783661
Iteration 5:   log pseudo-likelihood = -40.774876
Iteration 6:   log pseudo-likelihood = -40.772243
Iteration 7:   log pseudo-likelihood = -40.771416
Iteration 8:   log pseudo-likelihood =  -40.77115
Iteration 9:   log pseudo-likelihood = -40.771062
Iteration 10:  log pseudo-likelihood = -40.771033
Iteration 11:  log pseudo-likelihood = -40.771024
Iteration 12:  log pseudo-likelihood =  -40.77102
Iteration 13:  log pseudo-likelihood = -40.771019
Iteration 14:  log pseudo-likelihood = -40.771019
Iteration 15:  log pseudo-likelihood = -40.771019
Iteration 16:  log pseudo-likelihood = -40.771019
Iteration 17:  log pseudo-likelihood = -40.771019
Iteration 18:  log pseudo-likelihood = -40.771018
Iteration 19:  log pseudo-likelihood = -40.771018

Probit estimates                                  Number of obs   =        160
                                                  Wald chi2(21)   =          .
                                                  Prob > chi2     =          .
Log pseudo-likelihood = -40.771018                Pseudo R2       =     0.2755

------------------------------------------------------------------------------
             |               Robust
     Turnout |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
-------------+----------------------------------------------------------------
       firms |   .0168623   .2190004     0.08   0.939    -.4123707    .4460953
 UnionMember |  -.3320998   .3519902    -0.94   0.345    -1.021988    .3577883
PublicSector |    .065352   .3670493     0.18   0.859    -.6540514    .7847555
Occupatio~ar |  -4.564563   3.720392    -1.23   0.220     -11.8564     2.72727
Occu~Skilled |  -5.221002   3.606853    -1.45   0.148     -12.2903    1.848299
Occu~skilled |  -5.543119   3.692474    -1.50   0.133    -12.78023    1.693997
PartyIdent~r |   1.514706   .3915528     3.87   0.000     .7472765    2.282135
  Interested |   .4668897   .3504375     1.33   0.183    -.2199553    1.153735
  IncomeCat1 |  -.5625152   .7857334    -0.72   0.474    -2.102524     .977494
  IncomeCat2 |  -.7556603    .695716    -1.09   0.277    -2.119239     .607918
  IncomeCat3 |  -.1518344   .6920867    -0.22   0.826    -1.508299    1.204631
  IncomeCat4 |  -1.213314   .7299517    -1.66   0.096    -2.643993    .2173654
        Male |  -.2198313   .3548958    -0.62   0.536    -.9154142    .4757516
   Homeowner |  -.6858263   .3920641    -1.75   0.080    -1.454258    .0826052
     Married |   -.361039   .4152894    -0.87   0.385    -1.174991    .4529133
   Education |  -.0171287    .087679    -0.20   0.845    -.1889763    .1547189
         Age |    .017798   .0187954     0.95   0.344    -.0190404    .0546364
 CityDweller |   .1017531   .3988142     0.26   0.799    -.6799083    .8834145
GeoconCe~red |  -142.2588   71.18161    -2.00   0.046    -281.7722   -2.745437
      Traded |   5.520027   2.654752     2.08   0.038     .3168078    10.72325
GeoconCe~ded |   105.9804   50.92835     2.08   0.037     6.162649    205.7981
       _cons |    -.73133          .        .       .            .           .
------------------------------------------------------------------------------

note: 0 failures and 7 successes completely determined.

. * Validation of Dep Var *
. tab  intent Turnout, row

+----------------+
| Key            |
|----------------|
|   frequency    |
| row percentage |
+----------------+

Intends to |    Voted in Recent
     Vote? |   Election? .=DK,NA
.=DK,NoAns |         0          1 |     Total
-----------+----------------------+----------
         0 |        15          6 |        21 
           |     71.43      28.57 |    100.00 
-----------+----------------------+----------
         1 |        10        308 |       318 
           |      3.14      96.86 |    100.00 
-----------+----------------------+----------
     Total |        25        314 |       339 
           |      7.37      92.63 |    100.00 


. di (15+308)/339
.95280236

. exit, STATA clear
